Pandas Profiling Report

Dataset statistics

Number of variables	122
Number of observations	307511
Missing cells	9152465
Missing cells (%)	24.4%
Total size in memory	286.2 MiB
Average record size in memory	976.0 B

Variable types

Numeric	106
Categorical	16

Alerts

`ORGANIZATION_TYPE` has a high cardinality: 58 distinct values	High cardinality
`NAME_CONTRACT_TYPE` is highly imbalanced (54.6%)	Imbalance
`NAME_TYPE_SUITE` is highly imbalanced (66.1%)	Imbalance
`NAME_EDUCATION_TYPE` is highly imbalanced (52.8%)	Imbalance
`NAME_HOUSING_TYPE` is highly imbalanced (72.1%)	Imbalance
`HOUSETYPE_MODE` is highly imbalanced (90.8%)	Imbalance
`EMERGENCYSTATE_MODE` is highly imbalanced (89.1%)	Imbalance
`OWN_CAR_AGE` has 202929 (66.0%) missing values	Missing
`OCCUPATION_TYPE` has 96391 (31.3%) missing values	Missing
`EXT_SOURCE_1` has 173378 (56.4%) missing values	Missing
`EXT_SOURCE_3` has 60965 (19.8%) missing values	Missing
`APARTMENTS_AVG` has 156061 (50.7%) missing values	Missing
`BASEMENTAREA_AVG` has 179943 (58.5%) missing values	Missing
`YEARS_BEGINEXPLUATATION_AVG` has 150007 (48.8%) missing values	Missing
`YEARS_BUILD_AVG` has 204488 (66.5%) missing values	Missing
`COMMONAREA_AVG` has 214865 (69.9%) missing values	Missing
`ELEVATORS_AVG` has 163891 (53.3%) missing values	Missing
`ENTRANCES_AVG` has 154828 (50.3%) missing values	Missing
`FLOORSMAX_AVG` has 153020 (49.8%) missing values	Missing
`FLOORSMIN_AVG` has 208642 (67.8%) missing values	Missing
`LANDAREA_AVG` has 182590 (59.4%) missing values	Missing
`LIVINGAPARTMENTS_AVG` has 210199 (68.4%) missing values	Missing
`LIVINGAREA_AVG` has 154350 (50.2%) missing values	Missing
`NONLIVINGAPARTMENTS_AVG` has 213514 (69.4%) missing values	Missing
`NONLIVINGAREA_AVG` has 169682 (55.2%) missing values	Missing
`APARTMENTS_MODE` has 156061 (50.7%) missing values	Missing
`BASEMENTAREA_MODE` has 179943 (58.5%) missing values	Missing
`YEARS_BEGINEXPLUATATION_MODE` has 150007 (48.8%) missing values	Missing
`YEARS_BUILD_MODE` has 204488 (66.5%) missing values	Missing
`COMMONAREA_MODE` has 214865 (69.9%) missing values	Missing
`ELEVATORS_MODE` has 163891 (53.3%) missing values	Missing
`ENTRANCES_MODE` has 154828 (50.3%) missing values	Missing
`FLOORSMAX_MODE` has 153020 (49.8%) missing values	Missing
`FLOORSMIN_MODE` has 208642 (67.8%) missing values	Missing
`LANDAREA_MODE` has 182590 (59.4%) missing values	Missing
`LIVINGAPARTMENTS_MODE` has 210199 (68.4%) missing values	Missing
`LIVINGAREA_MODE` has 154350 (50.2%) missing values	Missing
`NONLIVINGAPARTMENTS_MODE` has 213514 (69.4%) missing values	Missing
`NONLIVINGAREA_MODE` has 169682 (55.2%) missing values	Missing
`APARTMENTS_MEDI` has 156061 (50.7%) missing values	Missing
`BASEMENTAREA_MEDI` has 179943 (58.5%) missing values	Missing
`YEARS_BEGINEXPLUATATION_MEDI` has 150007 (48.8%) missing values	Missing
`YEARS_BUILD_MEDI` has 204488 (66.5%) missing values	Missing
`COMMONAREA_MEDI` has 214865 (69.9%) missing values	Missing
`ELEVATORS_MEDI` has 163891 (53.3%) missing values	Missing
`ENTRANCES_MEDI` has 154828 (50.3%) missing values	Missing
`FLOORSMAX_MEDI` has 153020 (49.8%) missing values	Missing
`FLOORSMIN_MEDI` has 208642 (67.8%) missing values	Missing
`LANDAREA_MEDI` has 182590 (59.4%) missing values	Missing
`LIVINGAPARTMENTS_MEDI` has 210199 (68.4%) missing values	Missing
`LIVINGAREA_MEDI` has 154350 (50.2%) missing values	Missing
`NONLIVINGAPARTMENTS_MEDI` has 213514 (69.4%) missing values	Missing
`NONLIVINGAREA_MEDI` has 169682 (55.2%) missing values	Missing
`FONDKAPREMONT_MODE` has 210295 (68.4%) missing values	Missing
`HOUSETYPE_MODE` has 154297 (50.2%) missing values	Missing
`TOTALAREA_MODE` has 148431 (48.3%) missing values	Missing
`WALLSMATERIAL_MODE` has 156341 (50.8%) missing values	Missing
`EMERGENCYSTATE_MODE` has 145755 (47.4%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_HOUR` has 41519 (13.5%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_DAY` has 41519 (13.5%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_WEEK` has 41519 (13.5%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_MON` has 41519 (13.5%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_QRT` has 41519 (13.5%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_YEAR` has 41519 (13.5%) missing values	Missing
`AMT_INCOME_TOTAL` is highly skewed (γ1 = 391.5596541)	Skewed
`FLAG_MOBIL` is highly skewed (γ1 = -554.5367436)	Skewed
`FLAG_CONT_MOBILE` is highly skewed (γ1 = -23.08117235)	Skewed
`FLAG_DOCUMENT_2` is highly skewed (γ1 = 153.7918174)	Skewed
`FLAG_DOCUMENT_4` is highly skewed (γ1 = 110.8943644)	Skewed
`FLAG_DOCUMENT_7` is highly skewed (γ1 = 72.17410795)	Skewed
`FLAG_DOCUMENT_10` is highly skewed (γ1 = 209.5890537)	Skewed
`FLAG_DOCUMENT_12` is highly skewed (γ1 = 392.1147791)	Skewed
`FLAG_DOCUMENT_15` is highly skewed (γ1 = 28.69933309)	Skewed
`FLAG_DOCUMENT_17` is highly skewed (γ1 = 61.21414027)	Skewed
`FLAG_DOCUMENT_19` is highly skewed (γ1 = 40.95613431)	Skewed
`FLAG_DOCUMENT_20` is highly skewed (γ1 = 44.3648968)	Skewed
`FLAG_DOCUMENT_21` is highly skewed (γ1 = 54.61293914)	Skewed
`AMT_REQ_CREDIT_BUREAU_DAY` is highly skewed (γ1 = 27.04350471)	Skewed
`AMT_REQ_CREDIT_BUREAU_QRT` is highly skewed (γ1 = 134.365776)	Skewed
`SK_ID_CURR` has unique values	Unique
`TARGET` has 282686 (91.9%) zeros	Zeros
`CNT_CHILDREN` has 215371 (70.0%) zeros	Zeros
`FLAG_EMP_PHONE` has 55386 (18.0%) zeros	Zeros
`FLAG_WORK_PHONE` has 246203 (80.1%) zeros	Zeros
`FLAG_PHONE` has 221080 (71.9%) zeros	Zeros
`FLAG_EMAIL` has 290069 (94.3%) zeros	Zeros
`REG_REGION_NOT_LIVE_REGION` has 302854 (98.5%) zeros	Zeros
`REG_REGION_NOT_WORK_REGION` has 291899 (94.9%) zeros	Zeros
`LIVE_REGION_NOT_WORK_REGION` has 295008 (95.9%) zeros	Zeros
`REG_CITY_NOT_LIVE_CITY` has 283472 (92.2%) zeros	Zeros
`REG_CITY_NOT_WORK_CITY` has 236644 (77.0%) zeros	Zeros
`LIVE_CITY_NOT_WORK_CITY` has 252296 (82.0%) zeros	Zeros
`BASEMENTAREA_AVG` has 14745 (4.8%) zeros	Zeros
`COMMONAREA_AVG` has 8442 (2.7%) zeros	Zeros
`ELEVATORS_AVG` has 85718 (27.9%) zeros	Zeros
`LANDAREA_AVG` has 15600 (5.1%) zeros	Zeros
`NONLIVINGAPARTMENTS_AVG` has 54549 (17.7%) zeros	Zeros
`NONLIVINGAREA_AVG` has 58735 (19.1%) zeros	Zeros
`BASEMENTAREA_MODE` has 16598 (5.4%) zeros	Zeros
`COMMONAREA_MODE` has 9690 (3.2%) zeros	Zeros
`ELEVATORS_MODE` has 89498 (29.1%) zeros	Zeros
`FLOORSMAX_MODE` has 3415 (1.1%) zeros	Zeros
`LANDAREA_MODE` has 17453 (5.7%) zeros	Zeros
`NONLIVINGAPARTMENTS_MODE` has 59255 (19.3%) zeros	Zeros
`NONLIVINGAREA_MODE` has 67126 (21.8%) zeros	Zeros
`BASEMENTAREA_MEDI` has 14991 (4.9%) zeros	Zeros
`COMMONAREA_MEDI` has 8691 (2.8%) zeros	Zeros
`ELEVATORS_MEDI` has 87026 (28.3%) zeros	Zeros
`LANDAREA_MEDI` has 15919 (5.2%) zeros	Zeros
`NONLIVINGAPARTMENTS_MEDI` has 56097 (18.2%) zeros	Zeros
`NONLIVINGAREA_MEDI` has 60954 (19.8%) zeros	Zeros
`OBS_30_CNT_SOCIAL_CIRCLE` has 163910 (53.3%) zeros	Zeros
`DEF_30_CNT_SOCIAL_CIRCLE` has 271324 (88.2%) zeros	Zeros
`OBS_60_CNT_SOCIAL_CIRCLE` has 164666 (53.5%) zeros	Zeros
`DEF_60_CNT_SOCIAL_CIRCLE` has 280721 (91.3%) zeros	Zeros
`DAYS_LAST_PHONE_CHANGE` has 37672 (12.3%) zeros	Zeros
`FLAG_DOCUMENT_2` has 307498 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_3` has 89171 (29.0%) zeros	Zeros
`FLAG_DOCUMENT_4` has 307486 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_5` has 302863 (98.5%) zeros	Zeros
`FLAG_DOCUMENT_6` has 280433 (91.2%) zeros	Zeros
`FLAG_DOCUMENT_7` has 307452 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_8` has 282487 (91.9%) zeros	Zeros
`FLAG_DOCUMENT_9` has 306313 (99.6%) zeros	Zeros
`FLAG_DOCUMENT_10` has 307504 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_11` has 306308 (99.6%) zeros	Zeros
`FLAG_DOCUMENT_12` has 307509 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_13` has 306427 (99.6%) zeros	Zeros
`FLAG_DOCUMENT_14` has 306608 (99.7%) zeros	Zeros
`FLAG_DOCUMENT_15` has 307139 (99.9%) zeros	Zeros
`FLAG_DOCUMENT_16` has 304458 (99.0%) zeros	Zeros
`FLAG_DOCUMENT_17` has 307429 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_18` has 305011 (99.2%) zeros	Zeros
`FLAG_DOCUMENT_19` has 307328 (99.9%) zeros	Zeros
`FLAG_DOCUMENT_20` has 307355 (99.9%) zeros	Zeros
`FLAG_DOCUMENT_21` has 307408 (> 99.9%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_HOUR` has 264366 (86.0%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_DAY` has 264503 (86.0%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_WEEK` has 257456 (83.7%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_MON` has 222233 (72.3%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_QRT` has 215417 (70.1%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_YEAR` has 71801 (23.3%) zeros	Zeros

Reproduction

Analysis started	2023-02-02 08:10:09.399120
Analysis finished	2023-02-02 08:10:27.894372
Duration	18.5 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

SK_ID_CURR
Real number (ℝ)

Distinct	307511
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	278180.5186

Minimum	100002
Maximum	456255
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	100002
5-th percentile	117945.5
Q1	189145.5
median	278202
Q3	367142.5
95-th percentile	438427.5
Maximum	456255
Range	356253
Interquartile range (IQR)	177997

Descriptive statistics

Standard deviation	102790.1753
Coefficient of variation (CV)	0.3695088926
Kurtosis	-1.198987778
Mean	278180.5186
Median Absolute Deviation (MAD)	88999
Skewness	-0.001200235077
Sum	8.554356945 × 10¹⁰
Variance	1.056582015 × 10¹⁰
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100002	1	< 0.1%
337664	1	< 0.1%
337661	1	< 0.1%
337660	1	< 0.1%
337659	1	< 0.1%
337658	1	< 0.1%
337657	1	< 0.1%
337656	1	< 0.1%
337655	1	< 0.1%
337654	1	< 0.1%
Other values (307501)	307501	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100002	1	< 0.1%
100003	1	< 0.1%
100004	1	< 0.1%
100006	1	< 0.1%
100007	1	< 0.1%

Value	Count	Frequency (%)
456255	1	< 0.1%
456254	1	< 0.1%
456253	1	< 0.1%
456252	1	< 0.1%
456251	1	< 0.1%

TARGET
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08072881946

Minimum	0
Maximum	1
Zeros	282686
Zeros (%)	91.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2724186456
Coefficient of variation (CV)	3.37449064
Kurtosis	7.475109389
Mean	0.08072881946
Median Absolute Deviation (MAD)	0
Skewness	3.078158666
Sum	24825
Variance	0.0742119185
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	282686	91.9%
1	24825	8.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	282686	91.9%
1	24825	8.1%

Value	Count	Frequency (%)
1	24825	8.1%
0	282686	91.9%

NAME_CONTRACT_TYPE
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Cash loans	278232
Revolving loans	29279

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cash loans
2nd row	Cash loans
3rd row	Revolving loans
4th row	Cash loans
5th row	Cash loans

Common Values

Value	Count	Frequency (%)
Cash loans	278232	90.5%
Revolving loans	29279	9.5%

Common Values (Plot)

CODE_GENDER
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

F	202448
M	105059
XNA	4

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M
2nd row	F
3rd row	M
4th row	F
5th row	M

Common Values

Value	Count	Frequency (%)
F	202448	65.8%
M	105059	34.2%
XNA	4	< 0.1%

Common Values (Plot)

FLAG_OWN_CAR
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

N	202924
Y	104587

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N
2nd row	N
3rd row	Y
4th row	N
5th row	N

Common Values

Value	Count	Frequency (%)
N	202924	66.0%
Y	104587	34.0%

Common Values (Plot)

FLAG_OWN_REALTY
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Y	213312
N	94199

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Y
2nd row	N
3rd row	Y
4th row	Y
5th row	Y

Common Values

Value	Count	Frequency (%)
Y	213312	69.4%
N	94199	30.6%

Common Values (Plot)

CNT_CHILDREN
Real number (ℝ)

Distinct	15
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4170517477

Minimum	0
Maximum	19
Zeros	215371
Zeros (%)	70.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	19
Range	19
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7221213844
Coefficient of variation (CV)	1.731491088
Kurtosis	7.904106359
Mean	0.4170517477
Median Absolute Deviation (MAD)	0
Skewness	1.97460447
Sum	128248
Variance	0.5214592939
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	215371	70.0%
1	61119	19.9%
2	26749	8.7%
3	3717	1.2%
4	429	0.1%
5	84	< 0.1%
6	21	< 0.1%
7	7	< 0.1%
14	3	< 0.1%
8	2	< 0.1%
Other values (5)	9	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	215371	70.0%
1	61119	19.9%
2	26749	8.7%
3	3717	1.2%
4	429	0.1%

Value	Count	Frequency (%)
19	2	< 0.1%
14	3	< 0.1%
12	2	< 0.1%
11	1	< 0.1%
10	2	< 0.1%

AMT_INCOME_TOTAL
Real number (ℝ)

Distinct	2548
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	168797.9193

Minimum	25650
Maximum	117000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	25650
5-th percentile	67500
Q1	112500
median	147150
Q3	202500
95-th percentile	337500
Maximum	117000000
Range	116974350
Interquartile range (IQR)	90000

Descriptive statistics

Standard deviation	237123.1463
Coefficient of variation (CV)	1.404775291
Kurtosis	191786.5544
Mean	168797.9193
Median Absolute Deviation (MAD)	43650
Skewness	391.5596541
Sum	5.190721696 × 10¹⁰
Variance	5.62273865 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
135000	35750	11.6%
112500	31019	10.1%
157500	26556	8.6%
180000	24719	8.0%
90000	22483	7.3%
225000	20698	6.7%
202500	16341	5.3%
67500	11147	3.6%
270000	10827	3.5%
81000	6001	2.0%
Other values (2538)	101970	33.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
25650	2	< 0.1%
26100	3	< 0.1%
26460	1	< 0.1%
26550	2	< 0.1%
27000	66	< 0.1%

Value	Count	Frequency (%)
117000000	1	< 0.1%
18000090	1	< 0.1%
13500000	1	< 0.1%
9000000	1	< 0.1%
6750000	1	< 0.1%

AMT_CREDIT
Real number (ℝ)

Distinct	5603
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	599025.9997

Minimum	45000
Maximum	4050000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	45000
5-th percentile	135000
Q1	270000
median	513531
Q3	808650
95-th percentile	1350000
Maximum	4050000
Range	4005000
Interquartile range (IQR)	538650

Descriptive statistics

Standard deviation	402490.777
Coefficient of variation (CV)	0.6719086938
Kurtosis	1.934041301
Mean	599025.9997
Median Absolute Deviation (MAD)	251469
Skewness	1.234778497
Sum	1.842070842 × 10¹¹
Variance	1.619988256 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450000	9709	3.2%
675000	8877	2.9%
225000	8162	2.7%
180000	7342	2.4%
270000	7241	2.4%
900000	6246	2.0%
254700	4500	1.5%
545040	4437	1.4%
808650	4152	1.4%
135000	3660	1.2%
Other values (5593)	243185	79.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
45000	230	0.1%
47970	218	0.1%
48519	1	< 0.1%
49455	19	< 0.1%
49500	40	< 0.1%

Value	Count	Frequency (%)
4050000	8	< 0.1%
4031032.5	1	< 0.1%
4027680	1	< 0.1%
3956274	1	< 0.1%
3860019	1	< 0.1%

AMT_ANNUITY
Real number (ℝ)

Distinct	13672
Distinct (%)	4.4%
Missing	12
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	27108.57391

Minimum	1615.5
Maximum	258025.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1615.5
5-th percentile	9000
Q1	16524
median	24903
Q3	34596
95-th percentile	53325
Maximum	258025.5
Range	256410
Interquartile range (IQR)	18072

Descriptive statistics

Standard deviation	14493.73732
Coefficient of variation (CV)	0.5346551008
Kurtosis	7.707319915
Mean	27108.57391
Median Absolute Deviation (MAD)	8815.5
Skewness	1.579777364
Sum	8335859368
Variance	210068421.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9000	6385	2.1%
13500	5514	1.8%
6750	2279	0.7%
10125	2035	0.7%
37800	1602	0.5%
11250	1459	0.5%
26217	1453	0.5%
20250	1345	0.4%
12375	1339	0.4%
31653	1269	0.4%
Other values (13662)	282819	92.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1615.5	1	< 0.1%
1980	2	< 0.1%
1993.5	1	< 0.1%
2052	1	< 0.1%
2164.5	2	< 0.1%

Value	Count	Frequency (%)
258025.5	1	< 0.1%
230161.5	1	< 0.1%
225000	23	< 0.1%
220297.5	1	< 0.1%
216589.5	1	< 0.1%

AMT_GOODS_PRICE
Real number (ℝ)

Distinct	1002
Distinct (%)	0.3%
Missing	278
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	538396.2074

Minimum	40500
Maximum	4050000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	40500
5-th percentile	135000
Q1	238500
median	450000
Q3	679500
95-th percentile	1305000
Maximum	4050000
Range	4009500
Interquartile range (IQR)	441000

Descriptive statistics

Standard deviation	369446.4605
Coefficient of variation (CV)	0.6861981111
Kurtosis	2.431916479
Mean	538396.2074
Median Absolute Deviation (MAD)	225000
Skewness	1.349000341
Sum	1.65413082 × 10¹¹
Variance	1.364906872 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450000	26022	8.5%
225000	25282	8.2%
675000	24962	8.1%
900000	15416	5.0%
270000	11428	3.7%
180000	10123	3.3%
454500	9157	3.0%
1125000	9050	2.9%
135000	8206	2.7%
315000	5225	1.7%
Other values (992)	162362	52.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
40500	1	< 0.1%
45000	1169	0.4%
49500	157	0.1%
50751	1	< 0.1%
54000	290	0.1%

Value	Count	Frequency (%)
4050000	8	< 0.1%
3825000	1	< 0.1%
3712500	1	< 0.1%
3600000	3	< 0.1%
3555000	1	< 0.1%

NAME_TYPE_SUITE
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	1292
Missing (%)	0.4%
Memory size	2.3 MiB

Unaccompanied	248526
Family	40149
Spouse, partner	11370
Children	3267
Other_B	1770
Other values (2)	1137

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Unaccompanied
2nd row	Family
3rd row	Unaccompanied
4th row	Unaccompanied
5th row	Unaccompanied

Common Values

Value	Count	Frequency (%)
Unaccompanied	248526	80.8%
Family	40149	13.1%
Spouse, partner	11370	3.7%
Children	3267	1.1%
Other_B	1770	0.6%
Other_A	866	0.3%
Group of people	271	0.1%
(Missing)	1292	0.4%

Common Values (Plot)

NAME_INCOME_TYPE
Categorical

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Working	158774
Commercial associate	71617
Pensioner	55362
State servant	21703
Unemployed	22
Other values (3)	33

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Working
2nd row	State servant
3rd row	Working
4th row	Working
5th row	Working

Common Values

Value	Count	Frequency (%)
Working	158774	51.6%
Commercial associate	71617	23.3%
Pensioner	55362	18.0%
State servant	21703	7.1%
Unemployed	22	< 0.1%
Student	18	< 0.1%
Businessman	10	< 0.1%
Maternity leave	5	< 0.1%

Common Values (Plot)

NAME_EDUCATION_TYPE
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Secondary / secondary special	218391
Higher education	74863
Incomplete higher	10277
Lower secondary	3816
Academic degree	164

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Secondary / secondary special
2nd row	Higher education
3rd row	Secondary / secondary special
4th row	Secondary / secondary special
5th row	Secondary / secondary special

Common Values

Value	Count	Frequency (%)
Secondary / secondary special	218391	71.0%
Higher education	74863	24.3%
Incomplete higher	10277	3.3%
Lower secondary	3816	1.2%
Academic degree	164	0.1%

Common Values (Plot)

NAME_FAMILY_STATUS
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Married	196432
Single / not married	45444
Civil marriage	29775
Separated	19770
Widow	16088

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Single / not married
2nd row	Married
3rd row	Single / not married
4th row	Civil marriage
5th row	Single / not married

Common Values

Value	Count	Frequency (%)
Married	196432	63.9%
Single / not married	45444	14.8%
Civil marriage	29775	9.7%
Separated	19770	6.4%
Widow	16088	5.2%
Unknown	2	< 0.1%

Common Values (Plot)

NAME_HOUSING_TYPE
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

House / apartment	272868
With parents	14840
Municipal apartment	11183
Rented apartment	4881
Office apartment	2617

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	House / apartment
2nd row	House / apartment
3rd row	House / apartment
4th row	House / apartment
5th row	House / apartment

Common Values

Value	Count	Frequency (%)
House / apartment	272868	88.7%
With parents	14840	4.8%
Municipal apartment	11183	3.6%
Rented apartment	4881	1.6%
Office apartment	2617	0.9%
Co-op apartment	1122	0.4%

Common Values (Plot)

REGION_POPULATION_RELATIVE
Real number (ℝ)

Distinct	81
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02086811206

Minimum	0.00029
Maximum	0.072508
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.00029
5-th percentile	0.00496
Q1	0.010006
median	0.01885
Q3	0.028663
95-th percentile	0.04622
Maximum	0.072508
Range	0.072218
Interquartile range (IQR)	0.018657

Descriptive statistics

Standard deviation	0.01383128012
Coefficient of variation (CV)	0.66279499
Kurtosis	3.260065334
Mean	0.02086811206
Median Absolute Deviation (MAD)	0.009193
Skewness	1.488008521
Sum	6417.174007
Variance	0.0001913043098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.035792	16408	5.3%
0.04622	13442	4.4%
0.030755	12163	4.0%
0.025164	11950	3.9%
0.026392	11601	3.8%
0.031329	11321	3.7%
0.028663	11157	3.6%
0.019101	8694	2.8%
0.072508	8412	2.7%
0.020713	8066	2.6%
Other values (71)	194297	63.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00029	2	< 0.1%
0.000533	39	< 0.1%
0.000938	28	< 0.1%
0.001276	558	0.2%
0.001333	235	0.1%

Value	Count	Frequency (%)
0.072508	8412	2.7%
0.04622	13442	4.4%
0.035792	16408	5.3%
0.032561	6636	2.2%
0.031329	11321	3.7%

DAYS_BIRTH
Real number (ℝ)

Distinct	17460
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-16036.99507

Minimum	-25229
Maximum	-7489
Zeros	0
Zeros (%)	0.0%
Negative	307511
Negative (%)	100.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	-25229
5-th percentile	-23204
Q1	-19682
median	-15750
Q3	-12413
95-th percentile	-9407
Maximum	-7489
Range	17740
Interquartile range (IQR)	7269

Descriptive statistics

Standard deviation	4363.988632
Coefficient of variation (CV)	-0.2721200957
Kurtosis	-1.04912577
Mean	-16036.99507
Median Absolute Deviation (MAD)	3630
Skewness	-0.1156733117
Sum	-4931552390
Variance	19044396.78
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-13749	43	< 0.1%
-13481	42	< 0.1%
-18248	41	< 0.1%
-10020	41	< 0.1%
-15771	40	< 0.1%
-10292	40	< 0.1%
-14267	39	< 0.1%
-13263	39	< 0.1%
-11664	39	< 0.1%
-14395	39	< 0.1%
Other values (17450)	307108	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-25229	1	< 0.1%
-25201	2	< 0.1%
-25200	1	< 0.1%
-25197	2	< 0.1%
-25196	4	< 0.1%

Value	Count	Frequency (%)
-7489	1	< 0.1%
-7673	1	< 0.1%
-7676	2	< 0.1%
-7678	3	< 0.1%
-7679	1	< 0.1%

DAYS_EMPLOYED
Real number (ℝ)

Distinct	12574
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63815.0459

Minimum	-17912
Maximum	365243
Zeros	2
Zeros (%)	< 0.1%
Negative	252135
Negative (%)	82.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	-17912
5-th percentile	-6742.5
Q1	-2760
median	-1213
Q3	-289
95-th percentile	365243
Maximum	365243
Range	383155
Interquartile range (IQR)	2471

Descriptive statistics

Standard deviation	141275.7665
Coefficient of variation (CV)	2.213831621
Kurtosis	0.7716123807
Mean	63815.0459
Median Absolute Deviation (MAD)	1091
Skewness	1.664346198
Sum	1.962382858 × 10¹⁰
Variance	1.995884221 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
365243	55374	18.0%
-200	156	0.1%
-224	152	< 0.1%
-230	151	< 0.1%
-199	151	< 0.1%
-212	150	< 0.1%
-384	143	< 0.1%
-229	143	< 0.1%
-231	140	< 0.1%
-215	138	< 0.1%
Other values (12564)	250813	81.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-17912	1	< 0.1%
-17583	1	< 0.1%
-17546	1	< 0.1%
-17531	1	< 0.1%
-17522	1	< 0.1%

Value	Count	Frequency (%)
365243	55374	18.0%
0	2	< 0.1%
-1	1	< 0.1%
-2	2	< 0.1%
-3	3	< 0.1%

DAYS_REGISTRATION
Real number (ℝ)

Distinct	15688
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4986.120328

Minimum	-24672
Maximum	0
Zeros	80
Zeros (%)	< 0.1%
Negative	307431
Negative (%)	> 99.9%
Memory size	2.3 MiB

Quantile statistics

Minimum	-24672
5-th percentile	-11416
Q1	-7479.5
median	-4504
Q3	-2010
95-th percentile	-330
Maximum	0
Range	24672
Interquartile range (IQR)	5469.5

Descriptive statistics

Standard deviation	3522.886321
Coefficient of variation (CV)	-0.706538569
Kurtosis	-0.3213466019
Mean	-4986.120328
Median Absolute Deviation (MAD)	2699
Skewness	-0.5908716157
Sum	-1533286848
Variance	12410728.03
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	113	< 0.1%
-7	98	< 0.1%
-6	96	< 0.1%
-4	92	< 0.1%
-2	92	< 0.1%
-5	86	< 0.1%
-3	84	< 0.1%
-9	84	< 0.1%
-14	80	< 0.1%
-21	80	< 0.1%
Other values (15678)	306606	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-24672	1	< 0.1%
-23738	1	< 0.1%
-23416	1	< 0.1%
-22928	1	< 0.1%
-22858	1	< 0.1%

Value	Count	Frequency (%)
0	80	< 0.1%
-1	113	< 0.1%
-2	92	< 0.1%
-3	84	< 0.1%
-4	92	< 0.1%

DAYS_ID_PUBLISH
Real number (ℝ)

Distinct	6168
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2994.202373

Minimum	-7197
Maximum	0
Zeros	16
Zeros (%)	< 0.1%
Negative	307495
Negative (%)	> 99.9%
Memory size	2.3 MiB

Quantile statistics

Minimum	-7197
5-th percentile	-4944
Q1	-4299
median	-3254
Q3	-1720
95-th percentile	-375
Maximum	0
Range	7197
Interquartile range (IQR)	2579

Descriptive statistics

Standard deviation	1509.450419
Coefficient of variation (CV)	-0.5041243813
Kurtosis	-1.106807894
Mean	-2994.202373
Median Absolute Deviation (MAD)	1186
Skewness	0.3493274932
Sum	-920750166
Variance	2278440.567
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4053	169	0.1%
-4095	162	0.1%
-4046	161	0.1%
-4417	159	0.1%
-4256	158	0.1%
-4032	157	0.1%
-4151	157	0.1%
-4200	156	0.1%
-4171	155	0.1%
-4214	155	0.1%
Other values (6158)	305922	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-7197	1	< 0.1%
-6551	1	< 0.1%
-6383	1	< 0.1%
-6337	1	< 0.1%
-6274	1	< 0.1%

Value	Count	Frequency (%)
0	16	< 0.1%
-1	64	< 0.1%
-2	50	< 0.1%
-3	51	< 0.1%
-4	57	< 0.1%

OWN_CAR_AGE
Real number (ℝ)

Distinct	62
Distinct (%)	0.1%
Missing	202929
Missing (%)	66.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.06109082

Minimum	0
Maximum	91
Zeros	2134
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	9
Q3	15
95-th percentile	30
Maximum	91
Range	91
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	11.94481158
Coefficient of variation (CV)	0.9903591443
Kurtosis	9.214945323
Mean	12.06109082
Median Absolute Deviation (MAD)	5
Skewness	2.745422131
Sum	1261373
Variance	142.6785237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	7424	2.4%
6	6382	2.1%
3	6370	2.1%
8	5887	1.9%
2	5852	1.9%
4	5557	1.8%
1	5280	1.7%
9	5020	1.6%
10	4806	1.6%
14	4594	1.5%
Other values (52)	47410	15.4%
(Missing)	202929	66.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2134	0.7%
1	5280	1.7%
2	5852	1.9%
3	6370	2.1%
4	5557	1.8%

Value	Count	Frequency (%)
91	2	< 0.1%
69	1	< 0.1%
65	891	0.3%
64	2443	0.8%
63	2	< 0.1%

FLAG_MOBIL
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9999967481

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.001803307015
Coefficient of variation (CV)	0.00180331288
Kurtosis	307511
Mean	0.9999967481
Median Absolute Deviation (MAD)	0
Skewness	-554.5367436
Sum	307510
Variance	3.251916192 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	307510	> 99.9%
0	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	307510	> 99.9%

Value	Count	Frequency (%)
1	307510	> 99.9%
0	1	< 0.1%

FLAG_EMP_PHONE
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8198893698

Minimum	0
Maximum	1
Zeros	55386
Zeros (%)	18.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3842801989
Coefficient of variation (CV)	0.4686976232
Kurtosis	0.7718519499
Mean	0.8198893698
Median Absolute Deviation (MAD)	0
Skewness	-1.664886462
Sum	252125
Variance	0.1476712713
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	252125	82.0%
0	55386	18.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55386	18.0%
1	252125	82.0%

Value	Count	Frequency (%)
1	252125	82.0%
0	55386	18.0%

FLAG_WORK_PHONE
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1993684779

Minimum	0
Maximum	1
Zeros	246203
Zeros (%)	80.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3995262282
Coefficient of variation (CV)	2.003958863
Kurtosis	0.2648759067
Mean	0.1993684779
Median Absolute Deviation (MAD)	0
Skewness	1.504949894
Sum	61308
Variance	0.159621207
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	246203	80.1%
1	61308	19.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	246203	80.1%
1	61308	19.9%

Value	Count	Frequency (%)
1	61308	19.9%
0	246203	80.1%

FLAG_CONT_MOBILE
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9981334001

Minimum	0
Maximum	1
Zeros	574
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04316389414
Coefficient of variation (CV)	0.04324461454
Kurtosis	530.7439687
Mean	0.9981334001
Median Absolute Deviation (MAD)	0
Skewness	-23.08117235
Sum	306937
Variance	0.001863121758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	306937	99.8%
0	574	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	574	0.2%
1	306937	99.8%

Value	Count	Frequency (%)
1	306937	99.8%
0	574	0.2%

FLAG_PHONE
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2810663684

Minimum	0
Maximum	1
Zeros	221080
Zeros (%)	71.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4495205469
Coefficient of variation (CV)	1.599339506
Kurtosis	-1.051170063
Mean	0.2810663684
Median Absolute Deviation (MAD)	0
Skewness	0.974082529
Sum	86431
Variance	0.202068722
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	221080	71.9%
1	86431	28.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	221080	71.9%
1	86431	28.1%

Value	Count	Frequency (%)
1	86431	28.1%
0	221080	71.9%

FLAG_EMAIL
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05671992221

Minimum	0
Maximum	1
Zeros	290069
Zeros (%)	94.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2313070397
Coefficient of variation (CV)	4.078056364
Kurtosis	12.690846
Mean	0.05671992221
Median Absolute Deviation (MAD)	0
Skewness	3.832853175
Sum	17442
Variance	0.05350294663
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	290069	94.3%
1	17442	5.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	290069	94.3%
1	17442	5.7%

Value	Count	Frequency (%)
1	17442	5.7%
0	290069	94.3%

OCCUPATION_TYPE
Categorical

Distinct	18
Distinct (%)	< 0.1%
Missing	96391
Missing (%)	31.3%
Memory size	2.3 MiB

Laborers	55186
Sales staff	32102
Core staff	27570
Managers	21371
Drivers	18603
Other values (13)	56288

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Laborers
2nd row	Core staff
3rd row	Laborers
4th row	Laborers
5th row	Core staff

Common Values

Value	Count	Frequency (%)
Laborers	55186	17.9%
Sales staff	32102	10.4%
Core staff	27570	9.0%
Managers	21371	6.9%
Drivers	18603	6.0%
High skill tech staff	11380	3.7%
Accountants	9813	3.2%
Medicine staff	8537	2.8%
Security staff	6721	2.2%
Cooking staff	5946	1.9%
Other values (8)	13891	4.5%
(Missing)	96391	31.3%

CNT_FAM_MEMBERS
Real number (ℝ)

Distinct	17
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.15266545

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	4
Maximum	20
Range	19
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9106815692
Coefficient of variation (CV)	0.4230483511
Kurtosis	2.801976981
Mean	2.15266545
Median Absolute Deviation (MAD)	0
Skewness	0.9875428137
Sum	661964
Variance	0.8293409204
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
2	158357	51.5%
1	67847	22.1%
3	52601	17.1%
4	24697	8.0%
5	3478	1.1%
6	408	0.1%
7	81	< 0.1%
8	20	< 0.1%
9	6	< 0.1%
10	3	< 0.1%
Other values (7)	11	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	67847	22.1%
2	158357	51.5%
3	52601	17.1%
4	24697	8.0%
5	3478	1.1%

Value	Count	Frequency (%)
20	2	< 0.1%
16	2	< 0.1%
15	1	< 0.1%
14	2	< 0.1%
13	1	< 0.1%

REGION_RATING_CLIENT
Real number (ℝ)

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.052463164

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5090339028
Coefficient of variation (CV)	0.2480112246
Kurtosis	0.8004164375
Mean	2.052463164
Median Absolute Deviation (MAD)	0
Skewness	0.08746834971
Sum	631155
Variance	0.2591155142
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	226984	73.8%
3	48330	15.7%
1	32197	10.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	32197	10.5%
2	226984	73.8%
3	48330	15.7%

Value	Count	Frequency (%)
3	48330	15.7%
2	226984	73.8%
1	32197	10.5%

REGION_RATING_CLIENT_W_CITY
Real number (ℝ)

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.031520824

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5027370329
Coefficient of variation (CV)	0.2474683139
Kurtosis	0.9335838303
Mean	2.031520824
Median Absolute Deviation (MAD)	0
Skewness	0.05972981215
Sum	624715
Variance	0.2527445243
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	229484	74.6%
3	43860	14.3%
1	34167	11.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	34167	11.1%
2	229484	74.6%
3	43860	14.3%

Value	Count	Frequency (%)
3	43860	14.3%
2	229484	74.6%
1	34167	11.1%

WEEKDAY_APPR_PROCESS_START
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

TUESDAY	53901
WEDNESDAY	51934
MONDAY	50714
THURSDAY	50591
FRIDAY	50338
Other values (2)	50033

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	WEDNESDAY
2nd row	MONDAY
3rd row	MONDAY
4th row	WEDNESDAY
5th row	THURSDAY

Common Values

Value	Count	Frequency (%)
TUESDAY	53901	17.5%
WEDNESDAY	51934	16.9%
MONDAY	50714	16.5%
THURSDAY	50591	16.5%
FRIDAY	50338	16.4%
SATURDAY	33852	11.0%
SUNDAY	16181	5.3%

Common Values (Plot)

HOUR_APPR_PROCESS_START
Real number (ℝ)

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.06341887

Minimum	0
Maximum	23
Zeros	40
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	7
Q1	10
median	12
Q3	14
95-th percentile	17
Maximum	23
Range	23
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.265832255
Coefficient of variation (CV)	0.270721948
Kurtosis	-0.1941728655
Mean	12.06341887
Median Absolute Deviation (MAD)	2
Skewness	-0.02802445946
Sum	3709634
Variance	10.66566032
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
10	37722	12.3%
11	37229	12.1%
12	34233	11.1%
13	30959	10.1%
14	27682	9.0%
9	27384	8.9%
15	24839	8.1%
16	20385	6.6%
8	15127	4.9%
17	14900	4.8%
Other values (14)	37051	12.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	40	< 0.1%
1	86	< 0.1%
2	305	0.1%
3	1230	0.4%
4	2090	0.7%

Value	Count	Frequency (%)
23	41	< 0.1%
22	150	< 0.1%
21	405	0.1%
20	1196	0.4%
19	3848	1.3%

REG_REGION_NOT_LIVE_REGION
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0151441737

Minimum	0
Maximum	1
Zeros	302854
Zeros (%)	98.5%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1221264763
Coefficient of variation (CV)	8.064254852
Kurtosis	61.04838402
Mean	0.0151441737
Median Absolute Deviation (MAD)	0
Skewness	7.940276253
Sum	4657
Variance	0.01491487621
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	302854	98.5%
1	4657	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	302854	98.5%
1	4657	1.5%

Value	Count	Frequency (%)
1	4657	1.5%
0	302854	98.5%

REG_REGION_NOT_WORK_REGION
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05076891558

Minimum	0
Maximum	1
Zeros	291899
Zeros (%)	94.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2195258288
Coefficient of variation (CV)	4.324020442
Kurtosis	14.75083559
Mean	0.05076891558
Median Absolute Deviation (MAD)	0
Skewness	4.092766748
Sum	15612
Variance	0.04819158951
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	291899	94.9%
1	15612	5.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	291899	94.9%
1	15612	5.1%

Value	Count	Frequency (%)
1	15612	5.1%
0	291899	94.9%

LIVE_REGION_NOT_WORK_REGION
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04065870814

Minimum	0
Maximum	1
Zeros	295008
Zeros (%)	95.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1974986188
Coefficient of variation (CV)	4.857474028
Kurtosis	19.63769792
Mean	0.04065870814
Median Absolute Deviation (MAD)	0
Skewness	4.651620169
Sum	12503
Variance	0.03900570444
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	295008	95.9%
1	12503	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	295008	95.9%
1	12503	4.1%

Value	Count	Frequency (%)
1	12503	4.1%
0	295008	95.9%

REG_CITY_NOT_LIVE_CITY
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07817281333

Minimum	0
Maximum	1
Zeros	283472
Zeros (%)	92.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2684437724
Coefficient of variation (CV)	3.433978655
Kurtosis	7.877120671
Mean	0.07817281333
Median Absolute Deviation (MAD)	0
Skewness	3.142780527
Sum	24039
Variance	0.07206205893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	283472	92.2%
1	24039	7.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	283472	92.2%
1	24039	7.8%

Value	Count	Frequency (%)
1	24039	7.8%
0	283472	92.2%

REG_CITY_NOT_WORK_CITY
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2304535448

Minimum	0
Maximum	1
Zeros	236644
Zeros (%)	77.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4211238359
Coefficient of variation (CV)	1.827369748
Kurtosis	-0.3612503173
Mean	0.2304535448
Median Absolute Deviation (MAD)	0
Skewness	1.280137505
Sum	70867
Variance	0.1773452852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	236644	77.0%
1	70867	23.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	236644	77.0%
1	70867	23.0%

Value	Count	Frequency (%)
1	70867	23.0%
0	236644	77.0%

LIVE_CITY_NOT_WORK_CITY
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1795545525

Minimum	0
Maximum	1
Zeros	252296
Zeros (%)	82.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3838166154
Coefficient of variation (CV)	2.137604477
Kurtosis	0.7882204506
Mean	0.1795545525
Median Absolute Deviation (MAD)	0
Skewness	1.669794995
Sum	55215
Variance	0.1473151942
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	252296	82.0%
1	55215	18.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	252296	82.0%
1	55215	18.0%

Value	Count	Frequency (%)
1	55215	18.0%
0	252296	82.0%

ORGANIZATION_TYPE
Categorical

Distinct	58
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Business Entity Type 3	67992
XNA	55374
Self-employed	38412
Other	16683
Medicine	11193
Other values (53)	117857

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Business Entity Type 3
2nd row	School
3rd row	Government
4th row	Business Entity Type 3
5th row	Religion

Common Values

Value	Count	Frequency (%)
Business Entity Type 3	67992	22.1%
XNA	55374	18.0%
Self-employed	38412	12.5%
Other	16683	5.4%
Medicine	11193	3.6%
Business Entity Type 2	10553	3.4%
Government	10404	3.4%
School	8893	2.9%
Trade: type 7	7831	2.5%
Kindergarten	6880	2.2%
Other values (48)	73296	23.8%

EXT_SOURCE_1
Real number (ℝ)

Distinct	114584
Distinct (%)	85.4%
Missing	173378
Missing (%)	56.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.5021298057

Minimum	0.01456813241
Maximum	0.9626927706
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.01456813241
5-th percentile	0.1580212307
Q1	0.3340072887
median	0.5059979305
Q3	0.6750525982
95-th percentile	0.8322601466
Maximum	0.9626927706
Range	0.9481246381
Interquartile range (IQR)	0.3410453096

Descriptive statistics

Standard deviation	0.2110622493
Coefficient of variation (CV)	0.4203340389
Kurtosis	-0.9651552848
Mean	0.5021298057
Median Absolute Deviation (MAD)	0.1705072305
Skewness	-0.0687550587
Sum	67352.17722
Variance	0.04454727307
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5810147956	5	< 0.1%
0.5464264086	5	< 0.1%
0.443982118	5	< 0.1%
0.7657236984	5	< 0.1%
0.52819743	5	< 0.1%
0.4990017461	5	< 0.1%
0.6227066347	5	< 0.1%
0.6677395636	5	< 0.1%
0.6051516612	5	< 0.1%
0.5984686928	5	< 0.1%
Other values (114574)	134083	43.6%
(Missing)	173378	56.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01456813241	1	< 0.1%
0.0146914824	1	< 0.1%
0.0150529213	1	< 0.1%
0.01560008058	1	< 0.1%
0.01709465779	1	< 0.1%

Value	Count	Frequency (%)
0.9626927706	1	< 0.1%
0.9516239622	1	< 0.1%
0.9476493854	1	< 0.1%
0.9460976144	1	< 0.1%
0.9460755215	1	< 0.1%

EXT_SOURCE_2
Real number (ℝ)

Distinct	119831
Distinct (%)	39.1%
Missing	660
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.5143926741

Minimum	8.173616519 × 10^-8
Maximum	0.8549996664
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	8.173616519 × 10^-8
5-th percentile	0.133299146
Q1	0.3924574162
median	0.5659614261
Q3	0.6636170897
95-th percentile	0.7477341422
Maximum	0.8549996664
Range	0.8549995847
Interquartile range (IQR)	0.2711596736

Descriptive statistics

Standard deviation	0.191060155
Coefficient of variation (CV)	0.3714286081
Kurtosis	-0.2691308299
Mean	0.5143926741
Median Absolute Deviation (MAD)	0.1190824124
Skewness	-0.793576045
Sum	157841.9064
Variance	0.03650398282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2858978721	721	0.2%
0.2622583692	417	0.1%
0.2652563402	343	0.1%
0.1596792335	322	0.1%
0.2653117485	306	0.1%
0.2665197754	244	0.1%
0.263143591	243	0.1%
0.1621445677	238	0.1%
0.162192106	234	0.1%
0.1631870355	184	0.1%
Other values (119821)	303599	98.7%
(Missing)	660	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8.173616519 × 10^-8	1	< 0.1%
1.315955581 × 10^-6	1	< 0.1%
5.002108762 × 10^-6	1	< 0.1%
5.600337749 × 10^-6	1	< 0.1%
5.939650929 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.8549996664	26	< 0.1%
0.8217142128	1	< 0.1%
0.8213936274	1	< 0.1%
0.8206159442	1	< 0.1%
0.8206095061	1	< 0.1%

EXT_SOURCE_3
Real number (ℝ)

Distinct	814
Distinct (%)	0.3%
Missing	60965
Missing (%)	19.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.5108529062

Minimum	0.0005272652387
Maximum	0.8960095495
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.0005272652387
5-th percentile	0.1547436313
Q1	0.3706496323
median	0.5352762505
Q3	0.6690566948
95-th percentile	0.7862666147
Maximum	0.8960095495
Range	0.8954822843
Interquartile range (IQR)	0.2984070625

Descriptive statistics

Standard deviation	0.1948443645
Coefficient of variation (CV)	0.3814099168
Kurtosis	-0.663463054
Mean	0.5108529062
Median Absolute Deviation (MAD)	0.1459374586
Skewness	-0.4093904596
Sum	125948.7406
Variance	0.03796432636
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7463002131	1460	0.5%
0.7136313997	1315	0.4%
0.6940926425	1276	0.4%
0.6706517531	1191	0.4%
0.652896552	1154	0.4%
0.5814837058	1141	0.4%
0.6894791426	1138	0.4%
0.5954562029	1136	0.4%
0.5549467685	1132	0.4%
0.6212263381	1109	0.4%
Other values (804)	234494	76.3%
(Missing)	60965	19.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0005272652387	886	0.3%
0.01134571943	1	< 0.1%
0.01271592386	1	< 0.1%
0.01394846558	1	< 0.1%
0.01414826552	1	< 0.1%

Value	Count	Frequency (%)
0.8960095495	1	< 0.1%
0.8939760746	2	< 0.1%
0.8876642018	1	< 0.1%
0.8854883942	3	< 0.1%
0.8825303128	26	< 0.1%

APARTMENTS_AVG
Real number (ℝ)

Distinct	2339
Distinct (%)	1.5%
Missing	156061
Missing (%)	50.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.1174404992

Minimum	0
Maximum	1
Zeros	751
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0082
Q1	0.0577
median	0.0876
Q3	0.1485
95-th percentile	0.3268
Maximum	1
Range	1
Interquartile range (IQR)	0.0908

Descriptive statistics

Standard deviation	0.1082402913
Coefficient of variation (CV)	0.9216606883
Kurtosis	11.39376679
Mean	0.1174404992
Median Absolute Deviation (MAD)	0.0433
Skewness	2.641835786
Sum	17786.3636
Variance	0.01171596066
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0825	6663	2.2%
0.0619	6332	2.1%
0.0928	4404	1.4%
0.0722	3986	1.3%
0.0082	3507	1.1%
0.0165	3027	1.0%
0.1031	2892	0.9%
0.1485	2769	0.9%
0.0124	2721	0.9%
0.0742	2231	0.7%
Other values (2329)	112918	36.7%
(Missing)	156061	50.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	751	0.2%
0.001	197	0.1%
0.0014	1	< 0.1%
0.0015	6	< 0.1%
0.0017	1	< 0.1%

Value	Count	Frequency (%)
1	147	< 0.1%
0.9907	2	< 0.1%
0.9897	1	< 0.1%
0.9876	7	< 0.1%
0.9814	9	< 0.1%

BASEMENTAREA_AVG
Real number (ℝ)

MISSING ZEROS

Distinct	3780
Distinct (%)	3.0%
Missing	179943
Missing (%)	58.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.08844221905

Minimum	0
Maximum	1
Zeros	14745
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0442
median	0.0763
Q3	0.1122
95-th percentile	0.2237
Maximum	1
Range	1
Interquartile range (IQR)	0.068

Descriptive statistics

Standard deviation	0.08243815874
Coefficient of variation (CV)	0.9321131878
Kurtosis	25.93012027
Mean	0.08844221905
Median Absolute Deviation (MAD)	0.034
Skewness	3.566306126
Sum	11282.397
Variance	0.006796050016
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14745	4.8%
0.0818	251	0.1%
0.0545	251	0.1%
0.0727	248	0.1%
0.1091	246	0.1%
0.0796	245	0.1%
0.08	239	0.1%
0.0805	230	0.1%
0.0764	220	0.1%
0.0793	211	0.1%
Other values (3770)	110682	36.0%
(Missing)	179943	58.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14745	4.8%
0.0001	99	< 0.1%
0.0002	38	< 0.1%
0.0003	8	< 0.1%
0.0004	33	< 0.1%

Value	Count	Frequency (%)
1	130	< 0.1%
0.9945	1	< 0.1%
0.9694	2	< 0.1%
0.9682	1	< 0.1%
0.9677	1	< 0.1%

YEARS_BEGINEXPLUATATION_AVG
Real number (ℝ)

Distinct	285
Distinct (%)	0.2%
Missing	150007
Missing (%)	48.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.9777348582

Minimum	0
Maximum	1
Zeros	514
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.9687
Q1	0.9767
median	0.9816
Q3	0.9866
95-th percentile	0.996
Maximum	1
Range	1
Interquartile range (IQR)	0.0099

Descriptive statistics

Standard deviation	0.05922331436
Coefficient of variation (CV)	0.06057195759
Kurtosis	248.1763368
Mean	0.9777348582
Median Absolute Deviation (MAD)	0.005
Skewness	-15.51526447
Sum	153997.1511
Variance	0.003507400964
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9871	4311	1.4%
0.9856	4189	1.4%
0.9861	4171	1.4%
0.9801	4123	1.3%
0.9866	4114	1.3%
0.9806	4096	1.3%
0.9851	4096	1.3%
0.9811	3986	1.3%
0.9816	3982	1.3%
0.9831	3970	1.3%
Other values (275)	116466	37.9%
(Missing)	150007	48.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	514	0.2%
0.0179	1	< 0.1%
0.0447	1	< 0.1%
0.0969	1	< 0.1%
0.0974	1	< 0.1%

Value	Count	Frequency (%)
1	186	0.1%
0.9995	691	0.2%
0.999	906	0.3%
0.9985	1062	0.3%
0.998	1096	0.4%

YEARS_BUILD_AVG
Real number (ℝ)

Distinct	149
Distinct (%)	0.1%
Missing	204488
Missing (%)	66.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.7524714326

Minimum	0
Maximum	1
Zeros	102
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.592
Q1	0.6872
median	0.7552
Q3	0.8232
95-th percentile	0.9524
Maximum	1
Range	1
Interquartile range (IQR)	0.136

Descriptive statistics

Standard deviation	0.1132799266
Coefficient of variation (CV)	0.1505438236
Kurtosis	4.399757249
Mean	0.7524714326
Median Absolute Deviation (MAD)	0.068
Skewness	-0.9624852036
Sum	77521.8644
Variance	0.01283234178
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8232	2999	1.0%
0.8164	2864	0.9%
0.8028	2848	0.9%
0.728	2802	0.9%
0.7348	2761	0.9%
0.8096	2755	0.9%
0.83	2738	0.9%
0.796	2734	0.9%
0.7484	2731	0.9%
0.7688	2712	0.9%
Other values (139)	75079	24.4%
(Missing)	204488	66.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	102	< 0.1%
0.0004	2	< 0.1%
0.0072	4	< 0.1%
0.014	3	< 0.1%
0.0208	1	< 0.1%

Value	Count	Frequency (%)
1	173	0.1%
0.9932	478	0.2%
0.9864	661	0.2%
0.9796	786	0.3%
0.9728	813	0.3%

COMMONAREA_AVG
Real number (ℝ)

MISSING ZEROS

Distinct	3181
Distinct (%)	3.4%
Missing	214865
Missing (%)	69.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.04462071541

Minimum	0
Maximum	1
Zeros	8442
Zeros (%)	2.7%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0078
median	0.0211
Q3	0.0515
95-th percentile	0.1601
Maximum	1
Range	1
Interquartile range (IQR)	0.0437

Descriptive statistics

Standard deviation	0.07603574505
Coefficient of variation (CV)	1.704045853
Kurtosis	45.98801696
Mean	0.04462071541
Median Absolute Deviation (MAD)	0.0173
Skewness	5.457305396
Sum	4133.9308
Variance	0.005781434525
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8442	2.7%
0.0079	544	0.2%
0.0078	475	0.2%
0.008	446	0.1%
0.0077	414	0.1%
0.0086	365	0.1%
0.0014	345	0.1%
0.007	343	0.1%
0.0013	317	0.1%
0.0069	314	0.1%
Other values (3171)	80641	26.2%
(Missing)	214865	69.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8442	2.7%
0.0001	45	< 0.1%
0.0002	67	< 0.1%
0.0003	84	< 0.1%
0.0004	62	< 0.1%

Value	Count	Frequency (%)
1	92	< 0.1%
0.9937	2	< 0.1%
0.9906	2	< 0.1%
0.9833	1	< 0.1%
0.9601	1	< 0.1%

ELEVATORS_AVG
Real number (ℝ)

MISSING ZEROS

Distinct	257
Distinct (%)	0.2%
Missing	163891
Missing (%)	53.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.07894151232

Minimum	0
Maximum	1
Zeros	85718
Zeros (%)	27.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.12
95-th percentile	0.36
Maximum	1
Range	1
Interquartile range (IQR)	0.12

Descriptive statistics

Standard deviation	0.1345760011
Coefficient of variation (CV)	1.704755801
Kurtosis	7.869390119
Mean	0.07894151232
Median Absolute Deviation (MAD)	0
Skewness	2.439428669
Sum	11337.58
Variance	0.01811070007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	85718	27.9%
0.08	9886	3.2%
0.16	8806	2.9%
0.24	6071	2.0%
0.12	5593	1.8%
0.04	4585	1.5%
0.2	4072	1.3%
0.32	2788	0.9%
0.28	2272	0.7%
0.4	1532	0.5%
Other values (247)	12297	4.0%
(Missing)	163891	53.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	85718	27.9%
0.002	1	< 0.1%
0.0024	1	< 0.1%
0.0048	3	< 0.1%
0.0064	5	< 0.1%

Value	Count	Frequency (%)
1	158	0.1%
0.96	81	< 0.1%
0.9332	2	< 0.1%
0.92	20	< 0.1%
0.9	6	< 0.1%

ENTRANCES_AVG
Real number (ℝ)

Distinct	285
Distinct (%)	0.2%
Missing	154828
Missing (%)	50.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.1497246701

Minimum	0
Maximum	1
Zeros	323
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0345
Q1	0.069
median	0.1379
Q3	0.2069
95-th percentile	0.3103
Maximum	1
Range	1
Interquartile range (IQR)	0.1379

Descriptive statistics

Standard deviation	0.1000491208
Coefficient of variation (CV)	0.6682206794
Kurtosis	11.5932117
Mean	0.1497246701
Median Absolute Deviation (MAD)	0.0689
Skewness	2.399716697
Sum	22860.4118
Variance	0.01000982656
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1379	34007	11.1%
0.069	22956	7.5%
0.1034	19533	6.4%
0.2069	19062	6.2%
0.0345	15380	5.0%
0.1724	9185	3.0%
0.2759	7895	2.6%
0.2414	4165	1.4%
0.3448	2066	0.7%
0.3103	2049	0.7%
Other values (275)	16385	5.3%
(Missing)	154828	50.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	323	0.1%
0.0055	1	< 0.1%
0.0086	2	< 0.1%
0.0114	1	< 0.1%
0.0172	7	< 0.1%

Value	Count	Frequency (%)
1	153	< 0.1%
0.9655	25	< 0.1%
0.931	21	< 0.1%
0.8966	52	< 0.1%
0.8621	14	< 0.1%

FLOORSMAX_AVG
Real number (ℝ)

Distinct	403
Distinct (%)	0.3%
Missing	153020
Missing (%)	49.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.226281907

Minimum	0
Maximum	1
Zeros	2938
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1667
median	0.1667
Q3	0.3333
95-th percentile	0.4792
Maximum	1
Range	1
Interquartile range (IQR)	0.1666

Descriptive statistics

Standard deviation	0.1446406995
Coefficient of variation (CV)	0.6392057652
Kurtosis	2.432545153
Mean	0.226281907
Median Absolute Deviation (MAD)	0.0834
Skewness	1.226453556
Sum	34958.5181
Variance	0.02092093197
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1667	61875	20.1%
0.3333	31909	10.4%
0.0417	14600	4.7%
0.375	7926	2.6%
0.125	6974	2.3%
0.0833	6586	2.1%
0	2938	1.0%
0.4583	2828	0.9%
0.625	1915	0.6%
0.5417	1685	0.5%
Other values (393)	15255	5.0%
(Missing)	153020	49.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2938	1.0%
0.0067	1	< 0.1%
0.0083	3	< 0.1%
0.01	4	< 0.1%
0.0104	5	< 0.1%

Value	Count	Frequency (%)
1	167	0.1%
0.9792	1	< 0.1%
0.9583	83	< 0.1%
0.9479	2	< 0.1%
0.9375	4	< 0.1%

FLOORSMIN_AVG
Real number (ℝ)

Distinct	305
Distinct (%)	0.3%
Missing	208642
Missing (%)	67.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.2318935005

Minimum	0
Maximum	1
Zeros	2320
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.0833
median	0.2083
Q3	0.375
95-th percentile	0.5
Maximum	1
Range	1
Interquartile range (IQR)	0.2917

Descriptive statistics

Standard deviation	0.1613802888
Coefficient of variation (CV)	0.6959241568
Kurtosis	1.338255817
Mean	0.2318935005
Median Absolute Deviation (MAD)	0.1529
Skewness	0.9541972815
Sum	22927.0785
Variance	0.02604359761
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2083	32875	10.7%
0.375	17845	5.8%
0.0417	17776	5.8%
0.0833	5086	1.7%
0.4167	3961	1.3%
0.1667	3537	1.2%
0.125	3336	1.1%
0	2320	0.8%
0.5	1688	0.5%
0.6667	1194	0.4%
Other values (295)	9251	3.0%
(Missing)	208642	67.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2320	0.8%
0.0067	3	< 0.1%
0.0104	3	< 0.1%
0.0138	1	< 0.1%
0.0158	4	< 0.1%

Value	Count	Frequency (%)
1	141	< 0.1%
0.9792	5	< 0.1%
0.9583	10	< 0.1%
0.9408	2	< 0.1%
0.9304	1	< 0.1%

LANDAREA_AVG
Real number (ℝ)

MISSING ZEROS

Distinct	3527
Distinct (%)	2.8%
Missing	182590
Missing (%)	59.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.06633318417

Minimum	0
Maximum	1
Zeros	15600
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0187
median	0.0481
Q3	0.0856
95-th percentile	0.1947
Maximum	1
Range	1
Interquartile range (IQR)	0.0669

Descriptive statistics

Standard deviation	0.0811836407
Coefficient of variation (CV)	1.223876733
Kurtosis	34.74479054
Mean	0.06633318417
Median Absolute Deviation (MAD)	0.0322
Skewness	4.458676641
Sum	8286.4077
Variance	0.006590783518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15600	5.1%
0.0631	189	0.1%
0.0316	187	0.1%
0.0473	186	0.1%
0.0174	180	0.1%
0.0237	175	0.1%
0.0552	173	0.1%
0.0158	170	0.1%
0.0331	170	0.1%
0.0189	165	0.1%
Other values (3517)	107726	35.0%
(Missing)	182590	59.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15600	5.1%
0.0001	13	< 0.1%
0.0002	13	< 0.1%
0.0003	9	< 0.1%
0.0004	11	< 0.1%

Value	Count	Frequency (%)
1	135	< 0.1%
0.9829	10	< 0.1%
0.9777	3	< 0.1%
0.969	1	< 0.1%
0.9497	1	< 0.1%

LIVINGAPARTMENTS_AVG
Real number (ℝ)

Distinct	1868
Distinct (%)	1.9%
Missing	210199
Missing (%)	68.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.100774775

Minimum	0
Maximum	1
Zeros	418
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0101
Q1	0.0504
median	0.0756
Q3	0.121
95-th percentile	0.2723
Maximum	1
Range	1
Interquartile range (IQR)	0.0706

Descriptive statistics

Standard deviation	0.09257613396
Coefficient of variation (CV)	0.9186439167
Kurtosis	16.49063
Mean	0.100774775
Median Absolute Deviation (MAD)	0.0328
Skewness	3.042198061
Sum	9806.5949
Variance	0.008570340579
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0504	4272	1.4%
0.0672	4231	1.4%
0.0756	2778	0.9%
0.0588	2586	0.8%
0.0841	1864	0.6%
0.121	1793	0.6%
0.0067	1695	0.6%
0.0605	1492	0.5%
0.1009	1456	0.5%
0.0134	1447	0.5%
Other values (1858)	73698	24.0%
(Missing)	210199	68.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	418	0.1%
0.0008	117	< 0.1%
0.0013	1	< 0.1%
0.0017	250	0.1%
0.0021	2	< 0.1%

Value	Count	Frequency (%)
1	92	< 0.1%
0.9994	3	< 0.1%
0.9901	3	< 0.1%
0.9641	2	< 0.1%
0.949	4	< 0.1%

LIVINGAREA_AVG
Real number (ℝ)

Distinct	5199
Distinct (%)	3.4%
Missing	154350
Missing (%)	50.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.1073990193

Minimum	0
Maximum	1
Zeros	284
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0082
Q1	0.0453
median	0.0745
Q3	0.1299
95-th percentile	0.3205
Maximum	1
Range	1
Interquartile range (IQR)	0.0846

Descriptive statistics

Standard deviation	0.1105645232
Coefficient of variation (CV)	1.029474234
Kurtosis	12.3311742
Mean	0.1073990193
Median Absolute Deviation (MAD)	0.0389
Skewness	2.854736446
Sum	16449.3412
Variance	0.01222451379
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	284	0.1%
0.0512	243	0.1%
0.0702	223	0.1%
0.051	223	0.1%
0.0509	221	0.1%
0.0538	220	0.1%
0.0638	215	0.1%
0.0513	210	0.1%
0.0511	209	0.1%
0.0626	205	0.1%
Other values (5189)	150908	49.1%
(Missing)	154350	50.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	284	0.1%
0.0001	4	< 0.1%
0.0002	8	< 0.1%
0.0003	10	< 0.1%
0.0004	14	< 0.1%

Value	Count	Frequency (%)
1	150	< 0.1%
0.9984	1	< 0.1%
0.9978	1	< 0.1%
0.9893	1	< 0.1%
0.986	1	< 0.1%

NONLIVINGAPARTMENTS_AVG
Real number (ℝ)

MISSING ZEROS

Distinct	386
Distinct (%)	0.4%
Missing	213514
Missing (%)	69.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.008808672617

Minimum	0
Maximum	1
Zeros	54549
Zeros (%)	17.7%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0039
95-th percentile	0.0309
Maximum	1
Range	1
Interquartile range (IQR)	0.0039

Descriptive statistics

Standard deviation	0.04773166205
Coefficient of variation (CV)	5.418712231
Kurtosis	284.7303365
Mean	0.008808672617
Median Absolute Deviation (MAD)	0
Skewness	15.54118548
Sum	827.9888
Variance	0.002278311562
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	54549	17.7%
0.0039	13606	4.4%
0.0077	6351	2.1%
0.0116	3714	1.2%
0.0154	2533	0.8%
0.0193	1673	0.5%
0.0019	1250	0.4%
0.0232	1195	0.4%
0.027	865	0.3%
0.0309	717	0.2%
Other values (376)	7544	2.5%
(Missing)	213514	69.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	54549	17.7%
0.0002	1	< 0.1%
0.0003	5	< 0.1%
0.0004	25	< 0.1%
0.0005	6	< 0.1%

Value	Count	Frequency (%)
1	97	< 0.1%
0.9961	2	< 0.1%
0.9923	4	< 0.1%
0.9884	1	< 0.1%
0.973	3	< 0.1%

NONLIVINGAREA_AVG
Real number (ℝ)

MISSING ZEROS

Distinct	3290
Distinct (%)	2.4%
Missing	169682
Missing (%)	55.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.02835775708

Minimum	0
Maximum	1
Zeros	58735
Zeros (%)	19.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0036
Q3	0.0277
95-th percentile	0.1279
Maximum	1
Range	1
Interquartile range (IQR)	0.0277

Descriptive statistics

Standard deviation	0.06952318332
Coefficient of variation (CV)	2.451646057
Kurtosis	64.91241641
Mean	0.02835775708
Median Absolute Deviation (MAD)	0.0036
Skewness	6.559011647
Sum	3908.5213
Variance	0.004833473019
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	58735	19.1%
0.0012	546	0.2%
0.0044	454	0.1%
0.0022	440	0.1%
0.0031	415	0.1%
0.001	405	0.1%
0.0011	405	0.1%
0.0036	399	0.1%
0.003	397	0.1%
0.0024	395	0.1%
Other values (3280)	75238	24.5%
(Missing)	169682	55.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	58735	19.1%
0.0001	163	0.1%
0.0002	107	< 0.1%
0.0003	95	< 0.1%
0.0004	162	0.1%

Value	Count	Frequency (%)
1	136	< 0.1%
0.9956	1	< 0.1%
0.9823	1	< 0.1%
0.9764	1	< 0.1%
0.9591	2	< 0.1%

APARTMENTS_MODE
Real number (ℝ)

Distinct	760
Distinct (%)	0.5%
Missing	156061
Missing (%)	50.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.1142310069

Minimum	0
Maximum	1
Zeros	976
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0084
Q1	0.0525
median	0.084
Q3	0.1439
95-th percentile	0.3193
Maximum	1
Range	1
Interquartile range (IQR)	0.0914

Descriptive statistics

Standard deviation	0.1079360391
Coefficient of variation (CV)	0.9448926521
Kurtosis	11.74605563
Mean	0.1142310069
Median Absolute Deviation (MAD)	0.0421
Skewness	2.703051654
Sum	17300.286
Variance	0.01165018853
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.084	7522	2.4%
0.063	7451	2.4%
0.0945	4757	1.5%
0.0735	4388	1.4%
0.0084	3970	1.3%
0.0168	3324	1.1%
0.105	3116	1.0%
0.1513	3039	1.0%
0.0126	3034	1.0%
0.0756	2973	1.0%
Other values (750)	107876	35.1%
(Missing)	156061	50.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	976	0.3%
0.0011	285	0.1%
0.0021	1006	0.3%
0.0032	431	0.1%
0.0042	1069	0.3%

Value	Count	Frequency (%)
1	150	< 0.1%
0.9989	1	< 0.1%
0.9947	1	< 0.1%
0.9884	1	< 0.1%
0.9853	1	< 0.1%

BASEMENTAREA_MODE
Real number (ℝ)

MISSING ZEROS

Distinct	3841
Distinct (%)	3.0%
Missing	179943
Missing (%)	58.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.08754321225

Minimum	0
Maximum	1
Zeros	16598
Zeros (%)	5.4%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0407
median	0.0746
Q3	0.1124
95-th percentile	0.2277
Maximum	1
Range	1
Interquartile range (IQR)	0.0717

Descriptive statistics

Standard deviation	0.08430717487
Coefficient of variation (CV)	0.963034971
Kurtosis	24.43118634
Mean	0.08754321225
Median Absolute Deviation (MAD)	0.0358
Skewness	3.481532853
Sum	11167.7125
Variance	0.007107699734
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16598	5.4%
0.0566	269	0.1%
0.0849	265	0.1%
0.0642	253	0.1%
0.083	251	0.1%
0.1132	243	0.1%
0.0792	241	0.1%
0.0826	238	0.1%
0.0679	222	0.1%
0.0755	215	0.1%
Other values (3831)	108773	35.4%
(Missing)	179943	58.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16598	5.4%
0.0001	105	< 0.1%
0.0002	41	< 0.1%
0.0003	10	< 0.1%
0.0004	33	< 0.1%

Value	Count	Frequency (%)
1	133	< 0.1%
0.991	2	< 0.1%
0.9842	2	< 0.1%
0.9787	4	< 0.1%
0.9578	1	< 0.1%

YEARS_BEGINEXPLUATATION_MODE
Real number (ℝ)

Distinct	221
Distinct (%)	0.1%
Missing	150007
Missing (%)	48.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.9770653729

Minimum	0
Maximum	1
Zeros	142
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.9682
Q1	0.9767
median	0.9816
Q3	0.9866
95-th percentile	0.996
Maximum	1
Range	1
Interquartile range (IQR)	0.0099

Descriptive statistics

Standard deviation	0.06457543708
Coefficient of variation (CV)	0.06609121444
Kurtosis	219.9627658
Mean	0.9770653729
Median Absolute Deviation (MAD)	0.005
Skewness	-14.75531784
Sum	153891.7045
Variance	0.004169987074
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9871	4291	1.4%
0.9866	4173	1.4%
0.9861	4167	1.4%
0.9801	4110	1.3%
0.9806	4083	1.3%
0.9856	4075	1.3%
0.9851	4016	1.3%
0.9816	3976	1.3%
0.9796	3974	1.3%
0.9791	3935	1.3%
Other values (211)	116704	38.0%
(Missing)	150007	48.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	142	< 0.1%
0.0005	525	0.2%
0.0184	1	< 0.1%
0.0452	1	< 0.1%
0.0973	1	< 0.1%

Value	Count	Frequency (%)
1	211	0.1%
0.9995	702	0.2%
0.999	915	0.3%
0.9985	1053	0.3%
0.998	1065	0.3%

YEARS_BUILD_MODE
Real number (ℝ)

Distinct	154
Distinct (%)	0.1%
Missing	204488
Missing (%)	66.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.7596373227

Minimum	0
Maximum	1
Zeros	103
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.608
Q1	0.6994
median	0.7648
Q3	0.8236
95-th percentile	0.9543
Maximum	1
Range	1
Interquartile range (IQR)	0.1242

Descriptive statistics

Standard deviation	0.1101110273
Coefficient of variation (CV)	0.1449521029
Kurtosis	4.764473709
Mean	0.7596373227
Median Absolute Deviation (MAD)	0.0653
Skewness	-1.002304903
Sum	78260.1159
Variance	0.01212443834
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8301	2960	1.0%
0.8236	2879	0.9%
0.7387	2789	0.9%
0.8171	2763	0.9%
0.8105	2755	0.9%
0.7452	2737	0.9%
0.8367	2711	0.9%
0.804	2707	0.9%
0.7583	2704	0.9%
0.7779	2689	0.9%
Other values (144)	75329	24.5%
(Missing)	204488	66.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	103	< 0.1%
0.0003	3	< 0.1%
0.0134	2	< 0.1%
0.0199	2	< 0.1%
0.0265	2	< 0.1%

Value	Count	Frequency (%)
1	183	0.1%
0.9935	487	0.2%
0.9869	653	0.2%
0.9804	791	0.3%
0.9739	779	0.3%

COMMONAREA_MODE
Real number (ℝ)

MISSING ZEROS

Distinct	3128
Distinct (%)	3.4%
Missing	214865
Missing (%)	69.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.04255313775

Minimum	0
Maximum	1
Zeros	9690
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0072
median	0.019
Q3	0.049
95-th percentile	0.1532
Maximum	1
Range	1
Interquartile range (IQR)	0.0418

Descriptive statistics

Standard deviation	0.07444452254
Coefficient of variation (CV)	1.749448489
Kurtosis	48.86099191
Mean	0.04255313775
Median Absolute Deviation (MAD)	0.0164
Skewness	5.620589225
Sum	3942.378
Variance	0.005541986936
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9690	3.2%
0.008	546	0.2%
0.0079	543	0.2%
0.0078	518	0.2%
0.0081	416	0.1%
0.0087	397	0.1%
0.0014	394	0.1%
0.007	363	0.1%
0.0071	341	0.1%
0.0012	332	0.1%
Other values (3118)	79106	25.7%
(Missing)	214865	69.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9690	3.2%
0.0001	60	< 0.1%
0.0002	52	< 0.1%
0.0003	68	< 0.1%
0.0004	63	< 0.1%

Value	Count	Frequency (%)
1	89	< 0.1%
0.9997	2	< 0.1%
0.9923	1	< 0.1%
0.9689	1	< 0.1%
0.9639	1	< 0.1%

ELEVATORS_MODE
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	< 0.1%
Missing	163891
Missing (%)	53.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.07448973611

Minimum	0
Maximum	1
Zeros	89498
Zeros (%)	29.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.1208
95-th percentile	0.3222
Maximum	1
Range	1
Interquartile range (IQR)	0.1208

Descriptive statistics

Standard deviation	0.1322561442
Coefficient of variation (CV)	1.775494868
Kurtosis	8.597942866
Mean	0.07448973611
Median Absolute Deviation (MAD)	0
Skewness	2.552281099
Sum	10698.2159
Variance	0.01749168767
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	89498	29.1%
0.0806	11629	3.8%
0.1611	9675	3.1%
0.2417	6379	2.1%
0.1208	5734	1.9%
0.0403	4876	1.6%
0.2014	3962	1.3%
0.3222	2887	0.9%
0.282	2135	0.7%
0.4028	1554	0.5%
Other values (16)	5291	1.7%
(Missing)	163891	53.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	89498	29.1%
0.0403	4876	1.6%
0.0806	11629	3.8%
0.1208	5734	1.9%
0.1611	9675	3.1%

Value	Count	Frequency (%)
1	144	< 0.1%
0.9667	87	< 0.1%
0.9264	20	< 0.1%
0.8862	66	< 0.1%
0.8459	34	< 0.1%

ENTRANCES_MODE
Real number (ℝ)

Distinct	30
Distinct (%)	< 0.1%
Missing	154828
Missing (%)	50.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.1451926586

Minimum	0
Maximum	1
Zeros	387
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0345
Q1	0.069
median	0.1379
Q3	0.2069
95-th percentile	0.3103
Maximum	1
Range	1
Interquartile range (IQR)	0.1379

Descriptive statistics

Standard deviation	0.1009769882
Coefficient of variation (CV)	0.6954689659
Kurtosis	11.42245778
Mean	0.1451926586
Median Absolute Deviation (MAD)	0.0689
Skewness	2.392343316
Sum	22168.4507
Variance	0.01019635214
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0.1379	36041	11.7%
0.069	26704	8.7%
0.1034	20533	6.7%
0.2069	19678	6.4%
0.0345	19428	6.3%
0.1724	8986	2.9%
0.2759	8036	2.6%
0.2414	4013	1.3%
0.3448	2046	0.7%
0.3103	2014	0.7%
Other values (20)	5204	1.7%
(Missing)	154828	50.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	387	0.1%
0.0345	19428	6.3%
0.069	26704	8.7%
0.1034	20533	6.7%
0.1379	36041	11.7%

Value	Count	Frequency (%)
1	152	< 0.1%
0.9655	25	< 0.1%
0.931	21	< 0.1%
0.8966	52	< 0.1%
0.8621	14	< 0.1%

FLOORSMAX_MODE
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	< 0.1%
Missing	153020
Missing (%)	49.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.2223150475

Minimum	0
Maximum	1
Zeros	3415
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1667
median	0.1667
Q3	0.3333
95-th percentile	0.4583
Maximum	1
Range	1
Interquartile range (IQR)	0.1666

Descriptive statistics

Standard deviation	0.1437094066
Coefficient of variation (CV)	0.6464223103
Kurtosis	2.535687486
Mean	0.2223150475
Median Absolute Deviation (MAD)	0.0834
Skewness	1.2443425
Sum	34345.674
Variance	0.02065239354
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0.1667	65550	21.3%
0.3333	34373	11.2%
0.0417	15616	5.1%
0.375	8321	2.7%
0.125	7267	2.4%
0.0833	6785	2.2%
0	3415	1.1%
0.4583	3216	1.0%
0.625	2075	0.7%
0.5417	1836	0.6%
Other values (15)	6037	2.0%
(Missing)	153020	49.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3415	1.1%
0.0417	15616	5.1%
0.0833	6785	2.2%
0.125	7267	2.4%
0.1667	65550	21.3%

Value	Count	Frequency (%)
1	164	0.1%
0.9583	94	< 0.1%
0.9167	38	< 0.1%
0.875	229	0.1%
0.8333	22	< 0.1%

FLOORSMIN_MODE
Real number (ℝ)

Distinct	25
Distinct (%)	< 0.1%
Missing	208642
Missing (%)	67.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.2280584926

Minimum	0
Maximum	1
Zeros	2517
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.0833
median	0.2083
Q3	0.375
95-th percentile	0.5
Maximum	1
Range	1
Interquartile range (IQR)	0.2917

Descriptive statistics

Standard deviation	0.1611597715
Coefficient of variation (CV)	0.7066598121
Kurtosis	1.35372559
Mean	0.2280584926
Median Absolute Deviation (MAD)	0.1666
Skewness	0.963834755
Sum	22547.9151
Variance	0.02597247195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0.2083	34403	11.2%
0.375	19042	6.2%
0.0417	18917	6.2%
0.0833	5349	1.7%
0.4167	4105	1.3%
0.1667	3636	1.2%
0.125	3170	1.0%
0	2517	0.8%
0.5	1889	0.6%
0.6667	1264	0.4%
Other values (15)	4577	1.5%
(Missing)	208642	67.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2517	0.8%
0.0417	18917	6.2%
0.0833	5349	1.7%
0.125	3170	1.0%
0.1667	3636	1.2%

Value	Count	Frequency (%)
1	141	< 0.1%
0.9583	17	< 0.1%
0.9167	131	< 0.1%
0.875	9	< 0.1%
0.8333	22	< 0.1%

LANDAREA_MODE
Real number (ℝ)

MISSING ZEROS

Distinct	3563
Distinct (%)	2.9%
Missing	182590
Missing (%)	59.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.06495768446

Minimum	0
Maximum	1
Zeros	17453
Zeros (%)	5.7%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0166
median	0.0458
Q3	0.0841
95-th percentile	0.1956
Maximum	1
Range	1
Interquartile range (IQR)	0.0675

Descriptive statistics

Standard deviation	0.08175027781
Coefficient of variation (CV)	1.258515886
Kurtosis	33.2732701
Mean	0.06495768446
Median Absolute Deviation (MAD)	0.032
Skewness	4.37702655
Sum	8114.5789
Variance	0.006683107922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17453	5.7%
0.0194	208	0.1%
0.0645	193	0.1%
0.0484	192	0.1%
0.0323	188	0.1%
0.0147	178	0.1%
0.0111	175	0.1%
0.0144	175	0.1%
0.0258	173	0.1%
0.0242	172	0.1%
Other values (3553)	105814	34.4%
(Missing)	182590	59.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	17453	5.7%
0.0001	24	< 0.1%
0.0002	14	< 0.1%
0.0003	6	< 0.1%
0.0004	14	< 0.1%

Value	Count	Frequency (%)
1	129	< 0.1%
0.9911	1	< 0.1%
0.9714	1	< 0.1%
0.9665	2	< 0.1%
0.9587	3	< 0.1%

LIVINGAPARTMENTS_MODE
Real number (ℝ)

Distinct	736
Distinct (%)	0.8%
Missing	210199
Missing (%)	68.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.1056448567

Minimum	0
Maximum	1
Zeros	519
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.011
Q1	0.0542
median	0.0771
Q3	0.1313
95-th percentile	0.2948
Maximum	1
Range	1
Interquartile range (IQR)	0.0771

Descriptive statistics

Standard deviation	0.09788044658
Coefficient of variation (CV)	0.9265046079
Kurtosis	14.22499394
Mean	0.1056448567
Median Absolute Deviation (MAD)	0.0339
Skewness	2.902671829
Sum	10280.5123
Variance	0.009580581822
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0551	4931	1.6%
0.0735	4797	1.6%
0.0826	2966	1.0%
0.0643	2853	0.9%
0.0918	2069	0.7%
0.1322	1972	0.6%
0.0661	1930	0.6%
0.0073	1883	0.6%
0.0147	1585	0.5%
0.0588	1519	0.5%
Other values (726)	70807	23.0%
(Missing)	210199	68.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	519	0.2%
0.0009	156	0.1%
0.0018	295	0.1%
0.0028	146	< 0.1%
0.0037	413	0.1%

Value	Count	Frequency (%)
1	94	< 0.1%
0.9826	1	< 0.1%
0.9816	2	< 0.1%
0.978	1	< 0.1%
0.9761	1	< 0.1%

LIVINGAREA_MODE
Real number (ℝ)

Distinct	5301
Distinct (%)	3.5%
Missing	154350
Missing (%)	50.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.1059750504

Minimum	0
Maximum	1
Zeros	444
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0079
Q1	0.0427
median	0.0731
Q3	0.1252
95-th percentile	0.323
Maximum	1
Range	1
Interquartile range (IQR)	0.0825

Descriptive statistics

Standard deviation	0.1118452659
Coefficient of variation (CV)	1.055392429
Kurtosis	12.45906186
Mean	0.1059750504
Median Absolute Deviation (MAD)	0.0391
Skewness	2.902491127
Sum	16231.2447
Variance	0.0125093635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	444	0.1%
0.053	272	0.1%
0.0532	262	0.1%
0.0529	249	0.1%
0.0533	242	0.1%
0.0561	224	0.1%
0.0656	224	0.1%
0.0734	223	0.1%
0.0536	222	0.1%
0.0525	220	0.1%
Other values (5291)	150579	49.0%
(Missing)	154350	50.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	444	0.1%
0.0001	7	< 0.1%
0.0002	7	< 0.1%
0.0003	16	< 0.1%
0.0004	24	< 0.1%

Value	Count	Frequency (%)
1	150	< 0.1%
0.995	3	< 0.1%
0.9922	13	< 0.1%
0.9886	2	< 0.1%
0.9868	1	< 0.1%

NONLIVINGAPARTMENTS_MODE
Real number (ℝ)

MISSING ZEROS

Distinct	167
Distinct (%)	0.2%
Missing	213514
Missing (%)	69.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.008076387544

Minimum	0
Maximum	1
Zeros	59255
Zeros (%)	19.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0039
95-th percentile	0.0272
Maximum	1
Range	1
Interquartile range (IQR)	0.0039

Descriptive statistics

Standard deviation	0.04627626622
Coefficient of variation (CV)	5.729822395
Kurtosis	309.7269475
Mean	0.008076387544
Median Absolute Deviation (MAD)	0
Skewness	16.25181924
Sum	759.1562
Variance	0.002141492815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	59255	19.3%
0.0039	14105	4.6%
0.0078	6413	2.1%
0.0117	3675	1.2%
0.0156	2492	0.8%
0.0195	1653	0.5%
0.0233	1177	0.4%
0.0272	840	0.3%
0.0311	711	0.2%
0.035	527	0.2%
Other values (157)	3149	1.0%
(Missing)	213514	69.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	59255	19.3%
0.0039	14105	4.6%
0.0078	6413	2.1%
0.0117	3675	1.2%
0.0156	2492	0.8%

Value	Count	Frequency (%)
1	100	< 0.1%
0.9961	1	< 0.1%
0.9805	3	< 0.1%
0.965	2	< 0.1%
0.9533	2	< 0.1%

NONLIVINGAREA_MODE
Real number (ℝ)

MISSING ZEROS

Distinct	3327
Distinct (%)	2.4%
Missing	169682
Missing (%)	55.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.02702231969

Minimum	0
Maximum	1
Zeros	67126
Zeros (%)	21.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0011
Q3	0.0231
95-th percentile	0.1294
Maximum	1
Range	1
Interquartile range (IQR)	0.0231

Descriptive statistics

Standard deviation	0.07025385904
Coefficient of variation (CV)	2.599845604
Kurtosis	63.35707261
Mean	0.02702231969
Median Absolute Deviation (MAD)	0.0011
Skewness	6.522450899
Sum	3724.4593
Variance	0.004935604711
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	67126	21.8%
0.0011	477	0.2%
0.0046	466	0.2%
0.0033	430	0.1%
0.0012	427	0.1%
0.0023	426	0.1%
0.0013	410	0.1%
0.003	370	0.1%
0.0055	363	0.1%
0.0037	357	0.1%
Other values (3317)	66977	21.8%
(Missing)	169682	55.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	67126	21.8%
0.0001	123	< 0.1%
0.0002	125	< 0.1%
0.0003	61	< 0.1%
0.0004	90	< 0.1%

Value	Count	Frequency (%)
1	135	< 0.1%
0.9878	1	< 0.1%
0.9852	1	< 0.1%
0.984	5	< 0.1%
0.9752	1	< 0.1%

APARTMENTS_MEDI
Real number (ℝ)

Distinct	1148
Distinct (%)	0.8%
Missing	156061
Missing (%)	50.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.1178499208

Minimum	0
Maximum	1
Zeros	771
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0083
Q1	0.0583
median	0.0864
Q3	0.1489
95-th percentile	0.33
Maximum	1
Range	1
Interquartile range (IQR)	0.0906

Descriptive statistics

Standard deviation	0.109075906
Coefficient of variation (CV)	0.9255492519
Kurtosis	11.24218957
Mean	0.1178499208
Median Absolute Deviation (MAD)	0.0437
Skewness	2.639255507
Sum	17848.3705
Variance	0.01189755327
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0833	7109	2.3%
0.0625	6687	2.2%
0.0937	4622	1.5%
0.0729	4211	1.4%
0.0083	3562	1.2%
0.0167	3098	1.0%
0.1041	3097	1.0%
0.1499	2992	1.0%
0.0125	2801	0.9%
0.0749	2559	0.8%
Other values (1138)	110712	36.0%
(Missing)	156061	50.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	771	0.3%
0.001	199	0.1%
0.0016	6	< 0.1%
0.0021	808	0.3%
0.0026	13	< 0.1%

Value	Count	Frequency (%)
1	142	< 0.1%
0.9993	1	< 0.1%
0.9972	7	< 0.1%
0.991	9	< 0.1%
0.9899	1	< 0.1%

BASEMENTAREA_MEDI
Real number (ℝ)

MISSING ZEROS

Distinct	3772
Distinct (%)	3.0%
Missing	179943
Missing (%)	58.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.08795485467

Minimum	0
Maximum	1
Zeros	14991
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0437
median	0.0758
Q3	0.1116
95-th percentile	0.2231
Maximum	1
Range	1
Interquartile range (IQR)	0.0679

Descriptive statistics

Standard deviation	0.08217874951
Coefficient of variation (CV)	0.9343287511
Kurtosis	25.82976083
Mean	0.08795485467
Median Absolute Deviation (MAD)	0.034
Skewness	3.553039527
Sum	11220.2249
Variance	0.006753346872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14991	4.9%
0.0818	271	0.1%
0.1091	266	0.1%
0.0545	265	0.1%
0.0727	248	0.1%
0.0796	246	0.1%
0.08	240	0.1%
0.0805	234	0.1%
0.0655	221	0.1%
0.0797	209	0.1%
Other values (3762)	110377	35.9%
(Missing)	179943	58.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14991	4.9%
0.0001	106	< 0.1%
0.0002	39	< 0.1%
0.0003	8	< 0.1%
0.0004	31	< 0.1%

Value	Count	Frequency (%)
1	130	< 0.1%
0.9945	1	< 0.1%
0.9694	2	< 0.1%
0.9682	1	< 0.1%
0.9677	1	< 0.1%

YEARS_BEGINEXPLUATATION_MEDI
Real number (ℝ)

Distinct	245
Distinct (%)	0.2%
Missing	150007
Missing (%)	48.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.9777522641

Minimum	0
Maximum	1
Zeros	548
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.9687
Q1	0.9767
median	0.9816
Q3	0.9866
95-th percentile	0.996
Maximum	1
Range	1
Interquartile range (IQR)	0.0099

Descriptive statistics

Standard deviation	0.05989731851
Coefficient of variation (CV)	0.0612602197
Kurtosis	248.396522
Mean	0.9777522641
Median Absolute Deviation (MAD)	0.005
Skewness	-15.57312427
Sum	153999.8926
Variance	0.003587688764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9871	4314	1.4%
0.9861	4247	1.4%
0.9856	4199	1.4%
0.9866	4138	1.3%
0.9801	4115	1.3%
0.9806	4069	1.3%
0.9851	4032	1.3%
0.9796	3963	1.3%
0.9876	3948	1.3%
0.9816	3930	1.3%
Other values (235)	116549	37.9%
(Missing)	150007	48.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	548	0.2%
0.0179	1	< 0.1%
0.0447	1	< 0.1%
0.0969	1	< 0.1%
0.0974	1	< 0.1%

Value	Count	Frequency (%)
1	206	0.1%
0.9995	717	0.2%
0.999	926	0.3%
0.9985	1073	0.3%
0.998	1114	0.4%

YEARS_BUILD_MEDI
Real number (ℝ)

Distinct	151
Distinct (%)	0.1%
Missing	204488
Missing (%)	66.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.7557462722

Minimum	0
Maximum	1
Zeros	101
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.5975
Q1	0.6914
median	0.7585
Q3	0.8256
95-th percentile	0.953
Maximum	1
Range	1
Interquartile range (IQR)	0.1342

Descriptive statistics

Standard deviation	0.1120663096
Coefficient of variation (CV)	0.1482856268
Kurtosis	4.468810703
Mean	0.7557462722
Median Absolute Deviation (MAD)	0.0671
Skewness	-0.9627843225
Sum	77859.2482
Variance	0.01255885776
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8256	2994	1.0%
0.8189	2883	0.9%
0.8054	2842	0.9%
0.7316	2799	0.9%
0.8121	2784	0.9%
0.8323	2740	0.9%
0.7383	2739	0.9%
0.7987	2700	0.9%
0.7518	2687	0.9%
0.7719	2686	0.9%
Other values (141)	75169	24.4%
(Missing)	204488	66.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	101	< 0.1%
0.0003	2	< 0.1%
0.0071	1	< 0.1%
0.0138	2	< 0.1%
0.0205	3	< 0.1%

Value	Count	Frequency (%)
1	182	0.1%
0.9933	494	0.2%
0.9866	665	0.2%
0.9799	802	0.3%
0.9732	819	0.3%

COMMONAREA_MEDI
Real number (ℝ)

MISSING ZEROS

Distinct	3202
Distinct (%)	3.5%
Missing	214865
Missing (%)	69.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.04459510179

Minimum	0
Maximum	1
Zeros	8691
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0079
median	0.0208
Q3	0.0513
95-th percentile	0.1609
Maximum	1
Range	1
Interquartile range (IQR)	0.0434

Descriptive statistics

Standard deviation	0.07614426224
Coefficient of variation (CV)	1.707457976
Kurtosis	45.26358612
Mean	0.04459510179
Median Absolute Deviation (MAD)	0.0172
Skewness	5.419238452
Sum	4131.5578
Variance	0.005797948672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8691	2.8%
0.0079	581	0.2%
0.008	486	0.2%
0.0078	481	0.2%
0.0014	377	0.1%
0.0086	376	0.1%
0.0081	337	0.1%
0.0071	336	0.1%
0.0087	309	0.1%
0.0012	308	0.1%
Other values (3192)	80364	26.1%
(Missing)	214865	69.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8691	2.8%
0.0001	57	< 0.1%
0.0002	49	< 0.1%
0.0003	73	< 0.1%
0.0004	63	< 0.1%

Value	Count	Frequency (%)
1	90	< 0.1%
0.9969	2	< 0.1%
0.9896	1	< 0.1%
0.9662	1	< 0.1%
0.9613	1	< 0.1%

ELEVATORS_MEDI
Real number (ℝ)

MISSING ZEROS

Distinct	46
Distinct (%)	< 0.1%
Missing	163891
Missing (%)	53.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.07807784431

Minimum	0
Maximum	1
Zeros	87026
Zeros (%)	28.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.12
95-th percentile	0.36
Maximum	1
Range	1
Interquartile range (IQR)	0.12

Descriptive statistics

Standard deviation	0.1344671477
Coefficient of variation (CV)	1.722219009
Kurtosis	7.963978005
Mean	0.07807784431
Median Absolute Deviation (MAD)	0
Skewness	2.457824084
Sum	11213.54
Variance	0.01808141381
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0	87026	28.3%
0.08	10832	3.5%
0.16	9278	3.0%
0.24	6392	2.1%
0.12	5946	1.9%
0.04	4852	1.6%
0.2	4162	1.4%
0.32	2937	1.0%
0.28	2317	0.8%
0.4	1604	0.5%
Other values (36)	8274	2.7%
(Missing)	163891	53.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	87026	28.3%
0.02	368	0.1%
0.04	4852	1.6%
0.06	388	0.1%
0.08	10832	3.5%

Value	Count	Frequency (%)
1	158	0.1%
0.96	81	< 0.1%
0.92	20	< 0.1%
0.9	6	< 0.1%
0.88	68	< 0.1%

ENTRANCES_MEDI
Real number (ℝ)

Distinct	46
Distinct (%)	< 0.1%
Missing	154828
Missing (%)	50.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.1492127807

Minimum	0
Maximum	1
Zeros	329
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0345
Q1	0.069
median	0.1379
Q3	0.2069
95-th percentile	0.3103
Maximum	1
Range	1
Interquartile range (IQR)	0.1379

Descriptive statistics

Standard deviation	0.1003683945
Coefficient of variation (CV)	0.6726527983
Kurtosis	11.47406674
Mean	0.1492127807
Median Absolute Deviation (MAD)	0.0689
Skewness	2.387710998
Sum	22782.255
Variance	0.01007381461
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0.1379	35535	11.6%
0.069	24193	7.9%
0.1034	20492	6.7%
0.2069	19750	6.4%
0.0345	16150	5.3%
0.1724	9566	3.1%
0.2759	8048	2.6%
0.2414	4318	1.4%
0.3448	2108	0.7%
0.3103	2086	0.7%
Other values (36)	10437	3.4%
(Missing)	154828	50.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	329	0.1%
0.0172	7	< 0.1%
0.0345	16150	5.3%
0.0517	611	0.2%
0.069	24193	7.9%

Value	Count	Frequency (%)
1	153	< 0.1%
0.9655	25	< 0.1%
0.931	21	< 0.1%
0.8966	52	< 0.1%
0.8621	14	< 0.1%

FLOORSMAX_MEDI
Real number (ℝ)

Distinct	49
Distinct (%)	< 0.1%
Missing	153020
Missing (%)	49.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.2258965901

Minimum	0
Maximum	1
Zeros	2995
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1667
median	0.1667
Q3	0.3333
95-th percentile	0.4792
Maximum	1
Range	1
Interquartile range (IQR)	0.1666

Descriptive statistics

Standard deviation	0.1450670259
Coefficient of variation (CV)	0.6421833365
Kurtosis	2.468554651
Mean	0.2258965901
Median Absolute Deviation (MAD)	0.0834
Skewness	1.240185498
Sum	34898.9901
Variance	0.02104444201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0.1667	63607	20.7%
0.3333	33279	10.8%
0.0417	14832	4.8%
0.375	8207	2.7%
0.125	7079	2.3%
0.0833	6657	2.2%
0.4583	3089	1.0%
0	2995	1.0%
0.625	2042	0.7%
0.5417	1860	0.6%
Other values (39)	10844	3.5%
(Missing)	153020	49.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2995	1.0%
0.0208	126	< 0.1%
0.0417	14832	4.8%
0.0625	132	< 0.1%
0.0833	6657	2.2%

Value	Count	Frequency (%)
1	170	0.1%
0.9792	1	< 0.1%
0.9583	95	< 0.1%
0.9375	4	< 0.1%
0.9167	37	< 0.1%

FLOORSMIN_MEDI
Real number (ℝ)

Distinct	47
Distinct (%)	< 0.1%
Missing	208642
Missing (%)	67.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.231624938

Minimum	0
Maximum	1
Zeros	2351
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.0833
median	0.2083
Q3	0.375
95-th percentile	0.5
Maximum	1
Range	1
Interquartile range (IQR)	0.2917

Descriptive statistics

Standard deviation	0.1619335415
Coefficient of variation (CV)	0.699119632
Kurtosis	1.346573933
Mean	0.231624938
Median Absolute Deviation (MAD)	0.1666
Skewness	0.960226455
Sum	22900.526
Variance	0.02622247185
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0.2083	33737	11.0%
0.375	18538	6.0%
0.0417	18090	5.9%
0.0833	5131	1.7%
0.4167	4068	1.3%
0.1667	3570	1.2%
0.125	3373	1.1%
0	2351	0.8%
0.5	1835	0.6%
0.6667	1261	0.4%
Other values (37)	6915	2.2%
(Missing)	208642	67.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2351	0.8%
0.0208	50	< 0.1%
0.0417	18090	5.9%
0.0625	51	< 0.1%
0.0833	5131	1.7%

Value	Count	Frequency (%)
1	147	< 0.1%
0.9792	5	< 0.1%
0.9583	14	< 0.1%
0.9167	130	< 0.1%
0.875	16	< 0.1%

LANDAREA_MEDI
Real number (ℝ)

MISSING ZEROS

Distinct	3560
Distinct (%)	2.8%
Missing	182590
Missing (%)	59.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.06716874905

Minimum	0
Maximum	1
Zeros	15919
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0187
median	0.0487
Q3	0.0868
95-th percentile	0.1976
Maximum	1
Range	1
Interquartile range (IQR)	0.0681

Descriptive statistics

Standard deviation	0.08216701028
Coefficient of variation (CV)	1.223292252
Kurtosis	33.23797701
Mean	0.06716874905
Median Absolute Deviation (MAD)	0.0327
Skewness	4.368292319
Sum	8390.7873
Variance	0.006751417578
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15919	5.2%
0.0193	197	0.1%
0.0642	194	0.1%
0.0482	186	0.1%
0.0143	180	0.1%
0.0161	180	0.1%
0.0803	179	0.1%
0.0241	177	0.1%
0.0321	176	0.1%
0.0178	175	0.1%
Other values (3550)	107358	34.9%
(Missing)	182590	59.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15919	5.2%
0.0001	14	< 0.1%
0.0002	13	< 0.1%
0.0003	7	< 0.1%
0.0004	11	< 0.1%

Value	Count	Frequency (%)
1	135	< 0.1%
0.9947	3	< 0.1%
0.9858	1	< 0.1%
0.9662	1	< 0.1%
0.9614	2	< 0.1%

LIVINGAPARTMENTS_MEDI
Real number (ℝ)

Distinct	1097
Distinct (%)	1.1%
Missing	210199
Missing (%)	68.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.1019544732

Minimum	0
Maximum	1
Zeros	433
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0103
Q1	0.0513
median	0.0761
Q3	0.1231
95-th percentile	0.277
Maximum	1
Range	1
Interquartile range (IQR)	0.0718

Descriptive statistics

Standard deviation	0.09364233271
Coefficient of variation (CV)	0.9184720369
Kurtosis	15.6970531
Mean	0.1019544732
Median Absolute Deviation (MAD)	0.0334
Skewness	2.988291445
Sum	9921.3937
Variance	0.008768886476
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0513	4500	1.5%
0.0684	4497	1.5%
0.077	2926	1.0%
0.0599	2708	0.9%
0.0855	2014	0.7%
0.1231	1921	0.6%
0.0068	1715	0.6%
0.0616	1691	0.5%
0.1026	1517	0.5%
0.0137	1487	0.5%
Other values (1087)	72336	23.5%
(Missing)	210199	68.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	433	0.1%
0.0009	117	< 0.1%
0.0013	1	< 0.1%
0.0017	254	0.1%
0.0021	2	< 0.1%

Value	Count	Frequency (%)
1	91	< 0.1%
0.9808	2	< 0.1%
0.9654	4	< 0.1%
0.9509	5	< 0.1%
0.9312	5	< 0.1%

LIVINGAREA_MEDI
Real number (ℝ)

Distinct	5281
Distinct (%)	3.4%
Missing	154350
Missing (%)	50.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.108606736

Minimum	0
Maximum	1
Zeros	299
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0083
Q1	0.0457
median	0.0749
Q3	0.1303
95-th percentile	0.3255
Maximum	1
Range	1
Interquartile range (IQR)	0.0846

Descriptive statistics

Standard deviation	0.1122602587
Coefficient of variation (CV)	1.033639927
Kurtosis	12.13856123
Mean	0.108606736
Median Absolute Deviation (MAD)	0.0394
Skewness	2.848935371
Sum	16634.3163
Variance	0.01260236568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	299	0.1%
0.0548	239	0.1%
0.0518	234	0.1%
0.052	233	0.1%
0.0521	232	0.1%
0.0522	225	0.1%
0.0519	217	0.1%
0.0513	217	0.1%
0.0717	212	0.1%
0.0888	212	0.1%
Other values (5271)	150841	49.1%
(Missing)	154350	50.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	299	0.1%
0.0001	4	< 0.1%
0.0002	8	< 0.1%
0.0003	10	< 0.1%
0.0004	14	< 0.1%

Value	Count	Frequency (%)
1	149	< 0.1%
0.9988	1	< 0.1%
0.996	1	< 0.1%
0.9931	8	< 0.1%
0.9919	2	< 0.1%

NONLIVINGAPARTMENTS_MEDI
Real number (ℝ)

MISSING ZEROS

Distinct	214
Distinct (%)	0.2%
Missing	213514
Missing (%)	69.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.00865101333

Minimum	0
Maximum	1
Zeros	56097
Zeros (%)	18.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0039
95-th percentile	0.0311
Maximum	1
Range	1
Interquartile range (IQR)	0.0039

Descriptive statistics

Standard deviation	0.04741472791
Coefficient of variation (CV)	5.480829366
Kurtosis	289.4924548
Mean	0.00865101333
Median Absolute Deviation (MAD)	0
Skewness	15.67199516
Sum	813.1693
Variance	0.002248156423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	56097	18.2%
0.0039	14126	4.6%
0.0078	6493	2.1%
0.0116	3788	1.2%
0.0155	2557	0.8%
0.0194	1696	0.6%
0.0019	1286	0.4%
0.0233	1202	0.4%
0.0272	864	0.3%
0.0311	731	0.2%
Other values (204)	5157	1.7%
(Missing)	213514	69.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	56097	18.2%
0.0019	1286	0.4%
0.0039	14126	4.6%
0.0058	515	0.2%
0.0078	6493	2.1%

Value	Count	Frequency (%)
1	97	< 0.1%
0.9976	4	< 0.1%
0.9938	1	< 0.1%
0.9782	3	< 0.1%
0.9627	2	< 0.1%

NONLIVINGAREA_MEDI
Real number (ℝ)

MISSING ZEROS

Distinct	3323
Distinct (%)	2.4%
Missing	169682
Missing (%)	55.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.0282359206

Minimum	0
Maximum	1
Zeros	60954
Zeros (%)	19.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0031
Q3	0.0266
95-th percentile	0.1295
Maximum	1
Range	1
Interquartile range (IQR)	0.0266

Descriptive statistics

Standard deviation	0.07016648151
Coefficient of variation (CV)	2.48500775
Kurtosis	63.65403519
Mean	0.0282359206
Median Absolute Deviation (MAD)	0.0031
Skewness	6.508830983
Sum	3891.7287
Variance	0.004923335127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	60954	19.8%
0.0012	539	0.2%
0.0022	478	0.2%
0.0037	456	0.1%
0.0044	431	0.1%
0.0011	421	0.1%
0.0043	415	0.1%
0.0031	407	0.1%
0.001	401	0.1%
0.0029	387	0.1%
Other values (3313)	72940	23.7%
(Missing)	169682	55.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	60954	19.8%
0.0001	154	0.1%
0.0002	81	< 0.1%
0.0003	86	< 0.1%
0.0004	147	< 0.1%

Value	Count	Frequency (%)
1	134	< 0.1%
0.9969	1	< 0.1%
0.9792	2	< 0.1%
0.9789	1	< 0.1%
0.9759	5	< 0.1%

FONDKAPREMONT_MODE
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	210295
Missing (%)	68.4%
Memory size	2.3 MiB

reg oper account	73830
reg oper spec account	12080
not specified	5687
org spec account	5619

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	reg oper account
2nd row	reg oper account
3rd row	reg oper account
4th row	reg oper account
5th row	reg oper account

Common Values

Value	Count	Frequency (%)
reg oper account	73830	24.0%
reg oper spec account	12080	3.9%
not specified	5687	1.8%
org spec account	5619	1.8%
(Missing)	210295	68.4%

Common Values (Plot)

HOUSETYPE_MODE
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	154297
Missing (%)	50.2%
Memory size	2.3 MiB

block of flats	150503
specific housing	1499
terraced house	1212

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	block of flats
2nd row	block of flats
3rd row	block of flats
4th row	block of flats
5th row	block of flats

Common Values

Value	Count	Frequency (%)
block of flats	150503	48.9%
specific housing	1499	0.5%
terraced house	1212	0.4%
(Missing)	154297	50.2%

Common Values (Plot)

TOTALAREA_MODE
Real number (ℝ)

Distinct	5116
Distinct (%)	3.2%
Missing	148431
Missing (%)	48.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.1025466627

Minimum	0
Maximum	1
Zeros	582
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0067
Q1	0.0412
median	0.0688
Q3	0.1276
95-th percentile	0.3092
Maximum	1
Range	1
Interquartile range (IQR)	0.0864

Descriptive statistics

Standard deviation	0.1074623241
Coefficient of variation (CV)	1.04793585
Kurtosis	12.16752998
Mean	0.1025466627
Median Absolute Deviation (MAD)	0.0375
Skewness	2.79757152
Sum	16313.1231
Variance	0.01154815111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	582	0.2%
0.057	247	0.1%
0.0547	230	0.1%
0.0548	227	0.1%
0.055	227	0.1%
0.0555	227	0.1%
0.0551	225	0.1%
0.0573	220	0.1%
0.0554	220	0.1%
0.0566	219	0.1%
Other values (5106)	156456	50.9%
(Missing)	148431	48.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	582	0.2%
0.0001	10	< 0.1%
0.0002	4	< 0.1%
0.0003	24	< 0.1%
0.0004	18	< 0.1%

Value	Count	Frequency (%)
1	155	0.1%
0.9973	1	< 0.1%
0.9931	1	< 0.1%
0.992	1	< 0.1%
0.979	2	< 0.1%

WALLSMATERIAL_MODE
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	156341
Missing (%)	50.8%
Memory size	2.3 MiB

Panel	66040
Stone, brick	64815
Block	9253
Wooden	5362
Mixed	2296
Other values (2)	3404

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Stone, brick
2nd row	Block
3rd row	Panel
4th row	Panel
5th row	Stone, brick

Common Values

Value	Count	Frequency (%)
Panel	66040	21.5%
Stone, brick	64815	21.1%
Block	9253	3.0%
Wooden	5362	1.7%
Mixed	2296	0.7%
Monolithic	1779	0.6%
Others	1625	0.5%
(Missing)	156341	50.8%

Common Values (Plot)

EMERGENCYSTATE_MODE
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	145755
Missing (%)	47.4%
Memory size	2.3 MiB

No	159428
Yes	2328

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Common Values

Value	Count	Frequency (%)
No	159428	51.8%
Yes	2328	0.8%
(Missing)	145755	47.4%

Common Values (Plot)

OBS_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)

Distinct	33
Distinct (%)	< 0.1%
Missing	1021
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.422245424

Minimum	0
Maximum	348
Zeros	163910
Zeros (%)	53.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	6
Maximum	348
Range	348
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.400988746
Coefficient of variation (CV)	1.688167672
Kurtosis	1424.815552
Mean	1.422245424
Median Absolute Deviation (MAD)	0
Skewness	12.13959776
Sum	435904
Variance	5.764746959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	163910	53.3%
1	48783	15.9%
2	29808	9.7%
3	20322	6.6%
4	14143	4.6%
5	9553	3.1%
6	6453	2.1%
7	4390	1.4%
8	2967	1.0%
9	2003	0.7%
Other values (23)	4158	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	163910	53.3%
1	48783	15.9%
2	29808	9.7%
3	20322	6.6%
4	14143	4.6%

Value	Count	Frequency (%)
348	1	< 0.1%
47	1	< 0.1%
30	2	< 0.1%
29	1	< 0.1%
28	1	< 0.1%

DEF_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	1021
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.1434206663

Minimum	0
Maximum	34
Zeros	271324
Zeros (%)	88.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	34
Range	34
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4466984294
Coefficient of variation (CV)	3.114602944
Kurtosis	126.3124449
Mean	0.1434206663
Median Absolute Deviation (MAD)	0
Skewness	5.183517952
Sum	43957
Variance	0.1995394868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	271324	88.2%
1	28328	9.2%
2	5323	1.7%
3	1192	0.4%
4	253	0.1%
5	56	< 0.1%
6	11	< 0.1%
7	1	< 0.1%
34	1	< 0.1%
8	1	< 0.1%
(Missing)	1021	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	271324	88.2%
1	28328	9.2%
2	5323	1.7%
3	1192	0.4%
4	253	0.1%

Value	Count	Frequency (%)
34	1	< 0.1%
8	1	< 0.1%
7	1	< 0.1%
6	11	< 0.1%
5	56	< 0.1%

OBS_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)

Distinct	33
Distinct (%)	< 0.1%
Missing	1021
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.405292179

Minimum	0
Maximum	344
Zeros	164666
Zeros (%)	53.5%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	6
Maximum	344
Range	344
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.379803352
Coefficient of variation (CV)	1.693458049
Kurtosis	1409.704557
Mean	1.405292179
Median Absolute Deviation (MAD)	0
Skewness	12.0708287
Sum	430708
Variance	5.663463994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	164666	53.5%
1	48870	15.9%
2	29766	9.7%
3	20215	6.6%
4	13946	4.5%
5	9463	3.1%
6	6349	2.1%
7	4344	1.4%
8	2886	0.9%
9	1959	0.6%
Other values (23)	4026	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	164666	53.5%
1	48870	15.9%
2	29766	9.7%
3	20215	6.6%
4	13946	4.5%

Value	Count	Frequency (%)
344	1	< 0.1%
47	1	< 0.1%
30	1	< 0.1%
29	2	< 0.1%
28	1	< 0.1%

DEF_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	1021
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.1000489412

Minimum	0
Maximum	24
Zeros	280721
Zeros (%)	91.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	24
Range	24
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.362290804
Coefficient of variation (CV)	3.621135811
Kurtosis	86.56285559
Mean	0.1000489412
Median Absolute Deviation (MAD)	0
Skewness	5.277878293
Sum	30664
Variance	0.1312546266
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	280721	91.3%
1	21841	7.1%
2	3170	1.0%
3	598	0.2%
4	135	< 0.1%
5	20	< 0.1%
6	3	< 0.1%
7	1	< 0.1%
24	1	< 0.1%
(Missing)	1021	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	280721	91.3%
1	21841	7.1%
2	3170	1.0%
3	598	0.2%
4	135	< 0.1%

Value	Count	Frequency (%)
24	1	< 0.1%
7	1	< 0.1%
6	3	< 0.1%
5	20	< 0.1%
4	135	< 0.1%

DAYS_LAST_PHONE_CHANGE
Real number (ℝ)

Distinct	3773
Distinct (%)	1.2%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-962.8587883

Minimum	-4292
Maximum	0
Zeros	37672
Zeros (%)	12.3%
Negative	269838
Negative (%)	87.7%
Memory size	2.3 MiB

Quantile statistics

Minimum	-4292
5-th percentile	-2522
Q1	-1570
median	-757
Q3	-274
95-th percentile	0
Maximum	0
Range	4292
Interquartile range (IQR)	1296

Descriptive statistics

Standard deviation	826.808487
Coefficient of variation (CV)	-0.858701709
Kurtosis	-0.3085799414
Mean	-962.8587883
Median Absolute Deviation (MAD)	627
Skewness	-0.7136056679
Sum	-296088706
Variance	683612.2742
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37672	12.3%
-1	2812	0.9%
-2	2318	0.8%
-3	1763	0.6%
-4	1285	0.4%
-5	824	0.3%
-6	537	0.2%
-7	442	0.1%
-8	278	0.1%
-476	222	0.1%
Other values (3763)	259357	84.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-4292	1	< 0.1%
-4185	1	< 0.1%
-4173	1	< 0.1%
-4153	1	< 0.1%
-4131	1	< 0.1%

Value	Count	Frequency (%)
0	37672	12.3%
-1	2812	0.9%
-2	2318	0.8%
-3	1763	0.6%
-4	1285	0.4%

FLAG_DOCUMENT_2
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.227491049 × 10^-5

Minimum	0
Maximum	1
Zeros	307498
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.006501789045
Coefficient of variation (CV)	153.7978193
Kurtosis	23650.07691
Mean	4.227491049 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	153.7918174
Sum	13
Variance	4.227326079 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307498	> 99.9%
1	13	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307498	> 99.9%
1	13	< 0.1%

Value	Count	Frequency (%)
1	13	< 0.1%
0	307498	> 99.9%

FLAG_DOCUMENT_3
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7100233813

Minimum	0
Maximum	1
Zeros	89171
Zeros (%)	29.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4537519684
Coefficient of variation (CV)	0.6390662342
Kurtosis	-1.143040848
Mean	0.7100233813
Median Absolute Deviation (MAD)	0
Skewness	-0.9257248975
Sum	218340
Variance	0.2058908489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	218340	71.0%
0	89171	29.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	89171	29.0%
1	218340	71.0%

Value	Count	Frequency (%)
1	218340	71.0%
0	89171	29.0%

FLAG_DOCUMENT_4
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.129790479 × 10^-5

Minimum	0
Maximum	1
Zeros	307486
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.009016183217
Coefficient of variation (CV)	110.9030207
Kurtosis	12295.64002
Mean	8.129790479 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	110.8943644
Sum	25
Variance	8.129155979 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307486	> 99.9%
1	25	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307486	> 99.9%
1	25	< 0.1%

Value	Count	Frequency (%)
1	25	< 0.1%
0	307486	> 99.9%

FLAG_DOCUMENT_5
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01511490646

Minimum	0
Maximum	1
Zeros	302863
Zeros (%)	98.5%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1220102228
Coefficient of variation (CV)	8.072178491
Kurtosis	61.17621478
Mean	0.01511490646
Median Absolute Deviation (MAD)	0
Skewness	7.94832164
Sum	4648
Variance	0.01488649447
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	302863	98.5%
1	4648	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	302863	98.5%
1	4648	1.5%

Value	Count	Frequency (%)
1	4648	1.5%
0	302863	98.5%

FLAG_DOCUMENT_6
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08805538664

Minimum	0
Maximum	1
Zeros	280433
Zeros (%)	91.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2833758929
Coefficient of variation (CV)	3.218155114
Kurtosis	6.453170922
Mean	0.08805538664
Median Absolute Deviation (MAD)	0
Skewness	2.907426517
Sum	27078
Variance	0.08030189666
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	280433	91.2%
1	27078	8.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	280433	91.2%
1	27078	8.8%

Value	Count	Frequency (%)
1	27078	8.8%
0	280433	91.2%

FLAG_DOCUMENT_7
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0001918630553

Minimum	0
Maximum	1
Zeros	307452
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01385015768
Coefficient of variation (CV)	72.18772606
Kurtosis	5207.135724
Mean	0.0001918630553
Median Absolute Deviation (MAD)	0
Skewness	72.17410795
Sum	59
Variance	0.0001918268677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307452	> 99.9%
1	59	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307452	> 99.9%
1	59	< 0.1%

Value	Count	Frequency (%)
1	59	< 0.1%
0	307452	> 99.9%

FLAG_DOCUMENT_8
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08137595078

Minimum	0
Maximum	1
Zeros	282487
Zeros (%)	91.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2734120489
Coefficient of variation (CV)	3.359863035
Kurtosis	7.377366974
Mean	0.08137595078
Median Absolute Deviation (MAD)	0
Skewness	3.062240845
Sum	25024
Variance	0.07475414851
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	282487	91.9%
1	25024	8.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	282487	91.9%
1	25024	8.1%

Value	Count	Frequency (%)
1	25024	8.1%
0	282487	91.9%

FLAG_DOCUMENT_9
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003895795598

Minimum	0
Maximum	1
Zeros	306313
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0622947108
Coefficient of variation (CV)	15.99024108
Kurtosis	251.6950013
Mean	0.003895795598
Median Absolute Deviation (MAD)	0
Skewness	15.92775453
Sum	1198
Variance	0.003880630994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	306313	99.6%
1	1198	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	306313	99.6%
1	1198	0.4%

Value	Count	Frequency (%)
1	1198	0.4%
0	306313	99.6%

FLAG_DOCUMENT_10
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.276341334 × 10^-5

Minimum	0
Maximum	1
Zeros	307504
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.004771055354
Coefficient of variation (CV)	209.5931433
Kurtosis	43925.85711
Mean	2.276341334 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	209.5890537
Sum	7
Variance	2.276296919 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307504	> 99.9%
1	7	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307504	> 99.9%
1	7	< 0.1%

Value	Count	Frequency (%)
1	7	< 0.1%
0	307504	> 99.9%

FLAG_DOCUMENT_11
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003912055179

Minimum	0
Maximum	1
Zeros	306308
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.06242406327
Coefficient of variation (CV)	15.95684632
Kurtosis	250.6281384
Mean	0.003912055179
Median Absolute Deviation (MAD)	0
Skewness	15.89422878
Sum	1203
Variance	0.003896763675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	306308	99.6%
1	1203	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	306308	99.6%
1	1203	0.4%

Value	Count	Frequency (%)
1	1203	0.4%
0	306308	99.6%

FLAG_DOCUMENT_12
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.503832383 × 10^-6

Minimum	0
Maximum	1
Zeros	307509
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.002550257092
Coefficient of variation (CV)	392.1160542
Kurtosis	153753
Mean	6.503832383 × 10^-6
Median Absolute Deviation (MAD)	0
Skewness	392.1147791
Sum	2
Variance	6.503811233 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307509	> 99.9%
1	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307509	> 99.9%
1	2	< 0.1%

Value	Count	Frequency (%)
1	2	< 0.1%
0	307509	> 99.9%

FLAG_DOCUMENT_13
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003525077152

Minimum	0
Maximum	1
Zeros	306427
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05926771807
Coefficient of variation (CV)	16.81316905
Kurtosis	278.6898227
Mean	0.003525077152
Median Absolute Deviation (MAD)	0
Skewness	16.75374615
Sum	1084
Variance	0.003512662406
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	306427	99.6%
1	1084	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	306427	99.6%
1	1084	0.4%

Value	Count	Frequency (%)
1	1084	0.4%
0	306427	99.6%

FLAG_DOCUMENT_14
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.002936480321

Minimum	0
Maximum	1
Zeros	306608
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05410976738
Coefficient of variation (CV)	18.42674272
Kurtosis	335.5521636
Mean	0.002936480321
Median Absolute Deviation (MAD)	0
Skewness	18.37253334
Sum	903
Variance	0.002927866926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	306608	99.7%
1	903	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	306608	99.7%
1	903	0.3%

Value	Count	Frequency (%)
1	903	0.3%
0	306608	99.7%

FLAG_DOCUMENT_15
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.001209712823

Minimum	0
Maximum	1
Zeros	307139
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.03475993883
Coefficient of variation (CV)	28.7340418
Kurtosis	821.6570635
Mean	0.001209712823
Median Absolute Deviation (MAD)	0
Skewness	28.69933309
Sum	372
Variance	0.001208253347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307139	99.9%
1	372	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307139	99.9%
1	372	0.1%

Value	Count	Frequency (%)
1	372	0.1%
0	307139	99.9%

FLAG_DOCUMENT_16
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.009928100133

Minimum	0
Maximum	1
Zeros	304458
Zeros (%)	99.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09914416234
Coefficient of variation (CV)	9.986217001
Kurtosis	95.73580948
Mean	0.009928100133
Median Absolute Deviation (MAD)	0
Skewness	9.886110804
Sum	3053
Variance	0.009829564926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	304458	99.0%
1	3053	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	304458	99.0%
1	3053	1.0%

Value	Count	Frequency (%)
1	3053	1.0%
0	304458	99.0%

FLAG_DOCUMENT_17
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0002666571277

Minimum	0
Maximum	1
Zeros	307429
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01632748874
Coefficient of variation (CV)	61.23027305
Kurtosis	3745.195328
Mean	0.0002666571277
Median Absolute Deviation (MAD)	0
Skewness	61.21414027
Sum	82
Variance	0.0002665868886
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307429	> 99.9%
1	82	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307429	> 99.9%
1	82	< 0.1%

Value	Count	Frequency (%)
1	82	< 0.1%
0	307429	> 99.9%

FLAG_DOCUMENT_18
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.008129790479

Minimum	0
Maximum	1
Zeros	305011
Zeros (%)	99.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.08979823611
Coefficient of variation (CV)	11.04557815
Kurtosis	118.0145348
Mean	0.008129790479
Median Absolute Deviation (MAD)	0
Skewness	10.95507952
Sum	2500
Variance	0.008063723208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	305011	99.2%
1	2500	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	305011	99.2%
1	2500	0.8%

Value	Count	Frequency (%)
1	2500	0.8%
0	305011	99.2%

FLAG_DOCUMENT_19
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0005951006631

Minimum	0
Maximum	1
Zeros	307328
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.02438746507
Coefficient of variation (CV)	40.98040311
Kurtosis	1675.415835
Mean	0.0005951006631
Median Absolute Deviation (MAD)	0
Skewness	40.95613431
Sum	183
Variance	0.0005947484523
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307328	99.9%
1	183	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307328	99.9%
1	183	0.1%

Value	Count	Frequency (%)
1	183	0.1%
0	307328	99.9%

FLAG_DOCUMENT_20
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0005072989259

Minimum	0
Maximum	1
Zeros	307355
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.02251762027
Coefficient of variation (CV)	44.38728158
Kurtosis	1966.256856
Mean	0.0005072989259
Median Absolute Deviation (MAD)	0
Skewness	44.3648968
Sum	156
Variance	0.0005070432226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307355	99.9%
1	156	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307355	99.9%
1	156	0.1%

Value	Count	Frequency (%)
1	156	0.1%
0	307355	99.9%

FLAG_DOCUMENT_21
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0003349473677

Minimum	0
Maximum	1
Zeros	307408
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01829853182
Coefficient of variation (CV)	54.63106621
Kurtosis	2980.592507
Mean	0.0003349473677
Median Absolute Deviation (MAD)	0
Skewness	54.61293914
Sum	103
Variance	0.0003348362669
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307408	> 99.9%
1	103	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307408	> 99.9%
1	103	< 0.1%

Value	Count	Frequency (%)
1	103	< 0.1%
0	307408	> 99.9%

AMT_REQ_CREDIT_BUREAU_HOUR
Real number (ℝ)

MISSING ZEROS

Distinct	5
Distinct (%)	< 0.1%
Missing	41519
Missing (%)	13.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.006402448194

Minimum	0
Maximum	4
Zeros	264366
Zeros (%)	86.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.08384912845
Coefficient of variation (CV)	13.09641654
Kurtosis	254.2436197
Mean	0.006402448194
Median Absolute Deviation (MAD)	0
Skewness	14.53406206
Sum	1703
Variance	0.007030676341
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	264366	86.0%
1	1560	0.5%
2	56	< 0.1%
3	9	< 0.1%
4	1	< 0.1%
(Missing)	41519	13.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	264366	86.0%
1	1560	0.5%
2	56	< 0.1%
3	9	< 0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
4	1	< 0.1%
3	9	< 0.1%
2	56	< 0.1%
1	1560	0.5%
0	264366	86.0%

AMT_REQ_CREDIT_BUREAU_DAY
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	41519
Missing (%)	13.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.007000210533

Minimum	0
Maximum	9
Zeros	264503
Zeros (%)	86.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1107574063
Coefficient of variation (CV)	15.82201075
Kurtosis	1151.867594
Mean	0.007000210533
Median Absolute Deviation (MAD)	0
Skewness	27.04350471
Sum	1862
Variance	0.01226720306
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	264503	86.0%
1	1292	0.4%
2	106	< 0.1%
3	45	< 0.1%
4	26	< 0.1%
5	9	< 0.1%
6	8	< 0.1%
9	2	< 0.1%
8	1	< 0.1%
(Missing)	41519	13.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	264503	86.0%
1	1292	0.4%
2	106	< 0.1%
3	45	< 0.1%
4	26	< 0.1%

Value	Count	Frequency (%)
9	2	< 0.1%
8	1	< 0.1%
6	8	< 0.1%
5	9	< 0.1%
4	26	< 0.1%

AMT_REQ_CREDIT_BUREAU_WEEK
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	41519
Missing (%)	13.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.0343619357

Minimum	0
Maximum	8
Zeros	257456
Zeros (%)	83.7%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2046848758
Coefficient of variation (CV)	5.956732985
Kurtosis	166.75223
Mean	0.0343619357
Median Absolute Deviation (MAD)	0
Skewness	9.293572552
Sum	9140
Variance	0.04189589839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	257456	83.7%
1	8208	2.7%
2	199	0.1%
3	58	< 0.1%
4	34	< 0.1%
6	20	< 0.1%
5	10	< 0.1%
8	5	< 0.1%
7	2	< 0.1%
(Missing)	41519	13.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	257456	83.7%
1	8208	2.7%
2	199	0.1%
3	58	< 0.1%
4	34	< 0.1%

Value	Count	Frequency (%)
8	5	< 0.1%
7	2	< 0.1%
6	20	< 0.1%
5	10	< 0.1%
4	34	< 0.1%

AMT_REQ_CREDIT_BUREAU_MON
Real number (ℝ)

MISSING ZEROS

Distinct	24
Distinct (%)	< 0.1%
Missing	41519
Missing (%)	13.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.26739526

Minimum	0
Maximum	27
Zeros	222233
Zeros (%)	72.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	27
Range	27
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.9160023962
Coefficient of variation (CV)	3.425649341
Kurtosis	90.4348572
Mean	0.26739526
Median Absolute Deviation (MAD)	0
Skewness	7.804848087
Sum	71125
Variance	0.8390603898
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	222233	72.3%
1	33147	10.8%
2	5386	1.8%
3	1991	0.6%
4	1076	0.3%
5	602	0.2%
6	343	0.1%
7	298	0.1%
9	206	0.1%
8	185	0.1%
Other values (14)	525	0.2%
(Missing)	41519	13.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	222233	72.3%
1	33147	10.8%
2	5386	1.8%
3	1991	0.6%
4	1076	0.3%

Value	Count	Frequency (%)
27	1	< 0.1%
24	1	< 0.1%
23	1	< 0.1%
22	1	< 0.1%
19	3	< 0.1%

AMT_REQ_CREDIT_BUREAU_QRT
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	11
Distinct (%)	< 0.1%
Missing	41519
Missing (%)	13.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.2654741496

Minimum	0
Maximum	261
Zeros	215417
Zeros (%)	70.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	261
Range	261
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7940556483
Coefficient of variation (CV)	2.991084629
Kurtosis	43707.46475
Mean	0.2654741496
Median Absolute Deviation (MAD)	0
Skewness	134.365776
Sum	70614
Variance	0.6305243726
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	215417	70.1%
1	33862	11.0%
2	14412	4.7%
3	1717	0.6%
4	476	0.2%
5	64	< 0.1%
6	28	< 0.1%
8	7	< 0.1%
7	7	< 0.1%
261	1	< 0.1%
(Missing)	41519	13.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	215417	70.1%
1	33862	11.0%
2	14412	4.7%
3	1717	0.6%
4	476	0.2%

Value	Count	Frequency (%)
261	1	< 0.1%
19	1	< 0.1%
8	7	< 0.1%
7	7	< 0.1%
6	28	< 0.1%

AMT_REQ_CREDIT_BUREAU_YEAR
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	< 0.1%
Missing	41519
Missing (%)	13.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.899974435

Minimum	0
Maximum	25
Zeros	71801
Zeros (%)	23.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	6
Maximum	25
Range	25
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.869294998
Coefficient of variation (CV)	0.9838527106
Kurtosis	1.969034037
Mean	1.899974435
Median Absolute Deviation (MAD)	1
Skewness	1.243590004
Sum	505378
Variance	3.49426379
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	71801	23.3%
1	63405	20.6%
2	50192	16.3%
3	33628	10.9%
4	20714	6.7%
5	12052	3.9%
6	6967	2.3%
7	3869	1.3%
8	2127	0.7%
9	1096	0.4%
Other values (15)	141	< 0.1%
(Missing)	41519	13.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	71801	23.3%
1	63405	20.6%
2	50192	16.3%
3	33628	10.9%
4	20714	6.7%

Value	Count	Frequency (%)
25	1	< 0.1%
23	1	< 0.1%
22	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%

Overview

Variables

Common Values

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Common Values

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Common Values

Common Values (Plot)

Common Values

Common Values

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Common Values

Common Values

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Common Values

Common Values (Plot)

Common Values

Common Values (Plot)

Common Values

Common Values (Plot)